Publications

@article{DBLP:journals/sj/CaoLWXYBW26,
  author       = {Xin Cao and
  He Luo and
  Guoqiang Wang and
  Shan Xue and
  Jian Yang and
  Amin Beheshti and
  Jia Wu},
  title        = {A Bidirectional Feedback Actor-Critic Approach for Collaborative Target
  Search in Heterogeneous Intelligent Agent Systems},
  journal      = {{IEEE} Syst. J.},
  volume       = {20},
  number       = {1},
  pages        = {123--134},
  year         = {2026},
  url          = {https://doi.org/10.1109/JSYST.2026.3654182},
  doi          = {10.1109/JSYST.2026.3654182},
}

@article{DBLP:journals/jiat/ShahabikargarBZFJ26,
  author       = {Maryam Shahabikargar and
  Amin Beheshti and
  Xuyun Zhang and
  Jin Foo and
  Alireza Jolfaei},
  title        = {A comprehensive survey on customer churn analysis studies},
  journal      = {J. Inf. Telecommun.},
  volume       = {10},
  number       = {1},
  pages        = {24--70},
  year         = {2026},
  url          = {https://doi.org/10.1080/24751839.2025.2528440},
  doi          = {10.1080/24751839.2025.2528440},
}

@article{DBLP:journals/ijon/FanBYHWW26,
  author       = {Jin Fan and
  Yanhao Bi and
  Jin'an Yao and
  Liangkang Huang and
  Huifeng Wu and
  Jia Wu},
  title        = {A responsive approach to multivariate time-series anomaly detection
  with K-distance based calibrated reconstruction},
  journal      = {Neurocomputing},
  volume       = {659},
  pages        = {131689},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.neucom.2025.131689},
  doi          = {10.1016/J.NEUCOM.2025.131689},
}

@article{DBLP:journals/mlc/LyuXYXYYBW26,
  author       = {Qihua Lyu and
  Cao Xin and
  Yongsheng Yu and
  Shan Xue and
  Jian Yang and
  Zhenyu Yang and
  Amin Beheshti and
  Jia Wu},
  title        = {Adaptive graph search for multi-agent rescue operations in natural
  disaster response},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {17},
  number       = {7},
  pages        = {338},
  year         = {2026},
  url          = {https://doi.org/10.1007/s13042-026-03142-0},
  doi          = {10.1007/S13042-026-03142-0},
}

@article{DBLP:journals/isci/ForoutanniaSBALL26,
  author       = {Ali Foroutannia and
  Afshin Shoeibi and
  Amin Beheshti and
  Hamid Alinejad{-}Rokny and
  Sai Ho Ling and
  Hak{-}Keung Lam},
  title        = {Advancing autonomous driving systems: {A} 3-dimensional U-Net framework
  for object detection via fusion of camera and LiDAR sensors},
  journal      = {Inf. Sci.},
  volume       = {741},
  pages        = {123215},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.ins.2026.123215},
  doi          = {10.1016/J.INS.2026.123215},
}

@article{DBLP:journals/tkdd/HaghighiSYWYS26,
  author       = {Venus Haghighi and
  Behnaz Soltani and
  Lina Yao and
  Jia Wu and
  Jian Yang and
  Quan Z. Sheng},
  title        = {Beyond Smoothing: {A} Discriminative Enhanced Aggregation Graph Neural
  Network for Camouflaged Fraud Detection},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {20},
  number       = {4},
  pages        = {65:1--65:33},
  year         = {2026},
  url          = {https://doi.org/10.1145/3801967},
  doi          = {10.1145/3801967},
}

@article{DBLP:journals/tkde/WangCLQZTZZ26,
  author       = {Fan Wang and
  Chaochao Chen and
  Weiming Liu and
  Lianyong Qi and
  Xuyun Zhang and
  Yanchao Tan and
  Mengying Zhu and
  Xiaolin Zheng},
  title        = {Cluster-Enhanced Dual Discrete Collaborative Filtering for Efficient
  Recommendation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {38},
  number       = {1},
  pages        = {138--151},
  year         = {2026},
  url          = {https://doi.org/10.1109/TKDE.2025.3624659},
  doi          = {10.1109/TKDE.2025.3624659},
}

@article{DBLP:journals/ijcv/TaoLCTZBHQY26,
  author       = {Zhuo Tao and
  Liang Li and
  Qi Chen and
  Yunbin Tu and
  Zheng{-}Jun Zha and
  Amin Beheshti and
  Qingming Huang and
  Yuankai Qi and
  Ming{-}Hsuan Yang},
  title        = {Collaborative Temporal Consistency Learning for Point-supervised Natural
  Language Video Localization},
  journal      = {Int. J. Comput. Vis.},
  volume       = {134},
  number       = {5},
  pages        = {198},
  year         = {2026},
  url          = {https://doi.org/10.1007/s11263-026-02777-4},
  doi          = {10.1007/S11263-026-02777-4},
}

@article{DBLP:journals/tai/LuoLDWY26,
  author       = {Shichen Luo and
  Xuexiong Luo and
  Jing Du and
  Jia Wu and
  Jian Yang},
  title        = {Community-Structure Enhanced Brain Graph Mining},
  journal      = {{IEEE} Trans. Artif. Intell.},
  volume       = {7},
  number       = {3},
  pages        = {1455--1465},
  year         = {2026},
  url          = {https://doi.org/10.1109/TAI.2025.3598793},
  doi          = {10.1109/TAI.2025.3598793},
}

@article{DBLP:journals/tnsm/GaoSZWW26,
  author       = {Zheng Gao and
  Danfeng Sun and
  Jianyong Zhao and
  Huifeng Wu and
  Jia Wu},
  title        = {Cost-Minimized Data Edge Access Model for Digital Twin Using Cloud-Edge
  Collaboration},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {23},
  pages        = {252--266},
  year         = {2026},
  url          = {https://doi.org/10.1109/TNSM.2025.3621548},
  doi          = {10.1109/TNSM.2025.3621548},
}

@article{DBLP:journals/nn/YaoCLMZWPXH26,
  author       = {Zelin Yao and
  Mukun Chen and
  Chuang Liu and
  Xianke Meng and
  Yibing Zhan and
  Jia Wu and
  Shirui Pan and
  Huiting Xu and
  Wenbin Hu},
  title        = {DA-MoE: Addressing depth-sensitivity in graph-level analysis through
  mixture of experts},
  journal      = {Neural Networks},
  volume       = {194},
  pages        = {108064},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.neunet.2025.108064},
  doi          = {10.1016/J.NEUNET.2025.108064},
}

@article{DBLP:journals/pr/LiuLQYZQH26,
  author       = {Xinyan Liu and
  Guorong Li and
  Yuankai Qi and
  Ziheng Yan and
  Weigang Zhang and
  Laiyun Qing and
  Qingming Huang},
  title        = {Dynamic example network for class-agnostic object counting},
  journal      = {Pattern Recognit.},
  volume       = {170},
  pages        = {111998},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.patcog.2025.111998},
  doi          = {10.1016/J.PATCOG.2025.111998},
}

@article{DBLP:journals/tmm/SongLWCLW26,
  author       = {Beihang Song and
  Jing Li and
  Jia Wu and
  Jun Chang and
  Xuefei Li and
  Jun Wan},
  title        = {Efficient Oriented Object Detection via Wavelet-Based Energy Label
  Reassignment and Dual Prediction Strategy},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {28},
  pages        = {492--506},
  year         = {2026},
  url          = {https://doi.org/10.1109/TMM.2025.3623501},
  doi          = {10.1109/TMM.2025.3623501},
}

@article{DBLP:journals/tois/QiXHXXDGZD26a,
  author       = {Lianyong Qi and
  Jianye Xie and
  Chunhua Hu and
  Xiaolong Xu and
  Haolong Xiang and
  Haipeng Dai and
  Rong Gu and
  Xuyun Zhang and
  Wanchun Dou},
  title        = {Erratum: Knowledge-Driven Reasoning for Compatible and Interpretable
  {API} Recommendation via Teacher {LLM} Distillation},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {44},
  number       = {2},
  pages        = {C2:1--C2:2},
  year         = {2026},
  url          = {https://doi.org/10.1145/3787107},
  doi          = {10.1145/3787107},
}

@article{DBLP:journals/air/TaheriRBBZAMG26,
  author       = {Ahmad Taheri and
  Keyvan RahimiZadeh and
  Jan Baumbach and
  Amin Beheshti and
  Olga I. Zolotareva and
  Mohammed Azmi Al{-}Betar and
  Seyedali Mirjalili and
  Amir H. Gandomi},
  title        = {Farthest better or nearest worse optimizer: a novel metaheuristic
  algorithm},
  journal      = {Artif. Intell. Rev.},
  volume       = {59},
  number       = {2},
  pages        = {79},
  year         = {2026},
  url          = {https://doi.org/10.1007/s10462-025-11443-z},
  doi          = {10.1007/S10462-025-11443-Z},
}

@article{DBLP:journals/tpds/JiaZCSQXBDS26,
  author       = {Yongzhe Jia and
  Xuyun Zhang and
  Cheng Chen and
  Quan Z. Sheng and
  Lianyong Qi and
  Xiaolong Xu and
  Amin Beheshti and
  Wanchun Dou and
  Chunhe Song},
  title        = {FedAOP: Attention-Guided One-Shot Federated Pruning for Heterogeneous
  Edge Clients},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {37},
  number       = {6},
  pages        = {1235--1246},
  year         = {2026},
  url          = {https://doi.org/10.1109/TPDS.2026.3678517},
  doi          = {10.1109/TPDS.2026.3678517},
}

@article{DBLP:journals/tomccap/XiangZXBQHD26,
  author       = {Haolong Xiang and
  Xuyun Zhang and
  Xiaolong Xu and
  Amin Beheshti and
  Lianyong Qi and
  Yujie Hong and
  Wanchun Dou},
  title        = {Federated Learning-Based Anomaly Detection with Isolation Forest in
  the IoT-Edge Continuum},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {22},
  number       = {1},
  pages        = {5:1--5:19},
  year         = {2026},
  url          = {https://doi.org/10.1145/3702995},
  doi          = {10.1145/3702995},
}

@article{DBLP:journals/pami/LinYCZZWLZP26,
  author       = {Xixun Lin and
  Qing Yu and
  Yanan Cao and
  Lixin Zou and
  Chuan Zhou and
  Jia Wu and
  Chenliang Li and
  Peng Zhang and
  Shirui Pan},
  title        = {Generative Causality-Driven Network for Graph Multi-Task Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {48},
  number       = {1},
  pages        = {1029--1044},
  year         = {2026},
  url          = {https://doi.org/10.1109/TPAMI.2025.3610096},
  doi          = {10.1109/TPAMI.2025.3610096},
}

@article{DBLP:journals/tai/CaoMTWWWW26,
  author       = {Jie Cao and
  Jiawei Miao and
  Haicheng Tao and
  Youquan Wang and
  Jia Wu and
  Zidong Wang and
  Xindong Wu},
  title        = {Generative Models for Time Series Anomaly Detection: {A} Survey},
  journal      = {{IEEE} Trans. Artif. Intell.},
  volume       = {7},
  number       = {4},
  pages        = {2253--2275},
  year         = {2026},
  url          = {https://doi.org/10.1109/TAI.2025.3614213},
  doi          = {10.1109/TAI.2025.3614213},
}

@article{DBLP:journals/tip/HuYJDWQLZ26,
  author       = {Tao Hu and
  Qingsen Yan and
  Jian Jin and
  Wei Dong and
  Peng Wu and
  Yuankai Qi and
  Weisi Lin and
  Yanning Zhang},
  title        = {Ghost-Free {HDR} Imaging via Latent Low-Frequency Priors and Deformable
  Attention Alignment},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {35},
  pages        = {2684--2698},
  year         = {2026},
  url          = {https://doi.org/10.1109/TIP.2026.3671656},
  doi          = {10.1109/TIP.2026.3671656},
}

@article{DBLP:journals/tmc/TengLZXZ26,
  author       = {Meiyan Teng and
  Xin Li and
  Xuyun Zhang and
  Jianqiu Xu and
  Kun Zhu},
  title        = {Graph-Based Spatiotemporal {RL} Framework for Sequential Task Offloading
  in Multi-UAV Systems},
  journal      = {{IEEE} Trans. Mob. Comput.},
  volume       = {25},
  number       = {5},
  pages        = {6306--6319},
  year         = {2026},
  url          = {https://doi.org/10.1109/TMC.2025.3635085},
  doi          = {10.1109/TMC.2025.3635085},
}

@article{DBLP:journals/array/AlaghaECHMREAB26,
  author       = {Nejad Alagha and
  Aya A. Elkhodiry and
  Abigail Copiaco and
  Yassine Himeur and
  Wathiq Mansoor and
  Christian H. Ritz and
  Valsamma Eapen and
  Ammar Albanna and
  Amin Beheshti},
  title        = {Hybrid ensemble learning for Autism Spectrum Disorder screening using
  eye-tracking scanpath},
  journal      = {Array},
  volume       = {30},
  pages        = {100753},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.array.2026.100753},
  doi          = {10.1016/J.ARRAY.2026.100753},
}

@article{DBLP:journals/tce/ZhangQZL26,
  author       = {Hongtao Zhang and
  Yuankai Qi and
  Mingbo Zhao and
  Yuping Liu},
  title        = {Indoor Scene Recognition in Vision-and-Language Navigation},
  journal      = {{IEEE} Trans. Consumer Electron.},
  volume       = {72},
  number       = {1},
  pages        = {1216--1222},
  year         = {2026},
  url          = {https://doi.org/10.1109/TCE.2025.3645249},
  doi          = {10.1109/TCE.2025.3645249},
}

@article{DBLP:journals/tkde/XuLWZZZ26,
  author       = {Rongwei Xu and
  Guanfeng Liu and
  Yan Wang and
  Xuyun Zhang and
  Kai Zheng and
  Xiaofang Zhou},
  title        = {Intent-Based Trust Evaluation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {38},
  number       = {1},
  pages        = {399--413},
  year         = {2026},
  url          = {https://doi.org/10.1109/TKDE.2025.3624874},
  doi          = {10.1109/TKDE.2025.3624874},
}

@article{DBLP:journals/cn/TengLLZZ26,
  author       = {Meiyan Teng and
  Xin Li and
  Hao Li and
  Kun Zhu and
  Xuyun Zhang},
  title        = {Joint {VNF} placement and {SFC} scheduling in cloud-Edge system},
  journal      = {Comput. Networks},
  volume       = {274},
  pages        = {111860},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.comnet.2025.111860},
  doi          = {10.1016/J.COMNET.2025.111860},
}

@article{DBLP:journals/tois/QiXHXXDGZD26,
  author       = {Lianyong Qi and
  Jianye Xie and
  Chunhua Hu and
  Xiaolong Xu and
  Haolong Xiang and
  Haipeng Dai and
  Rong Gu and
  Xuyun Zhang and
  Wanchun Dou},
  title        = {Knowledge-Driven Reasoning for Compatible and Interpretable {API}
  Recommendation via Teacher {LLM} Distillation},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {44},
  number       = {1},
  pages        = {27:1--27:30},
  year         = {2026},
  url          = {https://doi.org/10.1145/3771772},
  doi          = {10.1145/3771772},
}

@article{DBLP:journals/tkde/YangZWYPL26,
  author       = {Zhenyu Yang and
  Ge Zhang and
  Jia Wu and
  Jian Yang and
  Hao Peng and
  Pietro Li{\'{o}}},
  title        = {Learning From Graph-Graph Relationship: {A} New Perspective on Graph-Level
  Anomaly Detection},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {38},
  number       = {1},
  pages        = {428--441},
  year         = {2026},
  url          = {https://doi.org/10.1109/TKDE.2025.3618929},
  doi          = {10.1109/TKDE.2025.3618929},
}

@article{DBLP:journals/tifs/ZhangYWJYPL26,
  author       = {Ge Zhang and
  Zhenyu Yang and
  Jia Wu and
  Pengfei Jiao and
  Jian Yang and
  Hao Peng and
  Xixun Lin},
  title        = {Learning Subgraph-Based Normality for Interpretable Graph-Level Anomaly
  Detection},
  journal      = {{IEEE} Trans. Inf. Forensics Secur.},
  volume       = {21},
  pages        = {288--303},
  year         = {2026},
  url          = {https://doi.org/10.1109/TIFS.2025.3647221},
  doi          = {10.1109/TIFS.2025.3647221},
}

@article{DBLP:journals/pr/YinQGAYS26,
  author       = {Zidu Yin and
  Yuankai Qi and
  Dong Gong and
  Ehsan Abbasnejad and
  Kun Yue and
  Javen Qinfeng Shi},
  title        = {Link prediction on multi-relational graphs from an influence propagation
  perspective},
  journal      = {Pattern Recognit.},
  volume       = {180},
  pages        = {114039},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.patcog.2026.114039},
  doi          = {10.1016/J.PATCOG.2026.114039},
}

@article{DBLP:journals/fgcs/ZhangMLSQXZ26,
  author       = {Jin Zhang and
  Shunmei Meng and
  Qianmu Li and
  Jin Sun and
  Lianyong Qi and
  Xiaolong Xu and
  Xuyun Zhang},
  title        = {MacEdge: Motion-aware Collaborative Inference between large and small
  models for real-time video analysis},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {184},
  pages        = {108610},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.future.2026.108610},
  doi          = {10.1016/J.FUTURE.2026.108610},
}

@article{DBLP:journals/csr/AnwarZ26,
  author       = {Adeem Ali Anwar and
  Xuyun Zhang},
  title        = {Many-objective hyper-heuristics: {A} state-of-the-art survey},
  journal      = {Comput. Sci. Rev.},
  volume       = {61},
  pages        = {100971},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.cosrev.2026.100971},
  doi          = {10.1016/J.COSREV.2026.100971},
}

@article{DBLP:journals/tsc/XuSCXQZB26,
  author       = {Xiaolong Xu and
  Jiayang Sun and
  Guangming Cui and
  Haolong Xiang and
  Lianyong Qi and
  Xuyun Zhang and
  Amin Beheshti},
  title        = {Multi-Center Hierarchical Federated Learning for Personalized User
  Experiences in the Metaverse},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {19},
  number       = {3},
  pages        = {1862--1874},
  year         = {2026},
  url          = {https://doi.org/10.1109/TSC.2025.3622684},
  doi          = {10.1109/TSC.2025.3622684},
}

@article{DBLP:journals/pr/MohammadiAQWHS26,
  author       = {Bahram Mohammadi and
  Ehsan Abbasnejad and
  Yuankai Qi and
  Qi Wu and
  Anton van den Hengel and
  Javen Qinfeng Shi},
  title        = {Parameter-efficient action planning with large language models for
  vision-and-language navigation},
  journal      = {Pattern Recognit.},
  volume       = {172},
  pages        = {112462},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.patcog.2025.112462},
  doi          = {10.1016/J.PATCOG.2025.112462},
}

@article{DBLP:journals/tbd/XiaZXWCCDW26,
  author       = {Zhenchang Xia and
  Guanqun Zheng and
  Shengwu Xiong and
  Junyin Wang and
  Jianqun Cui and
  Yanan Chang and
  Chenghu Du and
  Jia Wu},
  title        = {RDNet: Rotate-Groundtruth Augmentation and Decoupled Attention {HEAD}
  for 3D Object Detection},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {12},
  number       = {2},
  pages        = {389--402},
  year         = {2026},
  url          = {https://doi.org/10.1109/TBDATA.2025.3624947},
  doi          = {10.1109/TBDATA.2025.3624947},
}

@article{DBLP:journals/pr/MaQLQBSH26,
  author       = {Yunchuan Ma and
  Laiyun Qing and
  Guorong Li and
  Yuankai Qi and
  Amin Beheshti and
  Quan Z. Sheng and
  Qingming Huang},
  title        = {{RETTA:} Retrieval-enhanced test-time adaptation for zero-shot video
  captioning},
  journal      = {Pattern Recognit.},
  volume       = {171},
  pages        = {112170},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.patcog.2025.112170},
  doi          = {10.1016/J.PATCOG.2025.112170},
}

@article{DBLP:journals/csur/HanifSBB26,
  author       = {Ambreen Hanif and
  Radwa El Shawi and
  Amin Beheshti and
  Boualem Benatallah},
  title        = {Survey on Explainable {AI} for Traditional Machine Learning and Domains},
  journal      = {{ACM} Comput. Surv.},
  volume       = {58},
  number       = {12},
  pages        = {305:1--305:42},
  year         = {2026},
  url          = {https://doi.org/10.1145/3806829},
  doi          = {10.1145/3806829},
}

@article{DBLP:journals/ijcv/JiangFZLQYW26,
  author       = {Shengqin Jiang and
  Yaoyu Fang and
  Haokui Zhang and
  Qingshan Liu and
  Yuankai Qi and
  Yang Yang and
  Peng Wang},
  title        = {Teacher Agent: {A} Knowledge Distillation-Free Framework for Rehearsal-Based
  Video Incremental Learning},
  journal      = {Int. J. Comput. Vis.},
  volume       = {134},
  number       = {4},
  pages        = {190},
  year         = {2026},
  url          = {https://doi.org/10.1007/s11263-026-02779-2},
  doi          = {10.1007/S11263-026-02779-2},
}

@article{DBLP:journals/kbs/ZhangLMCWDLCH26,
  author       = {Hongzhi Zhang and
  Zhonglie Liu and
  Kun Meng and
  Jiameng Chen and
  Jia Wu and
  Bo Du and
  Di Lin and
  Yan Che and
  Wenbin Hu},
  title        = {Zero-shot learning with subsequence reordering pretraining for compound-protein
  interaction},
  journal      = {Knowl. Based Syst.},
  volume       = {339},
  pages        = {115587},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.knosys.2026.115587},
  doi          = {10.1016/J.KNOSYS.2026.115587},
}

@inproceedings{DBLP:conf/wsdm/XuQ000B026,
  author       = {Rongwei Xu and
  Zitai Qiu and
  Pengfei Ding and
  Yan Wang and
  Jia Wu and
  Amin Beheshti and
  Guanfeng Liu},
  title        = {Adaptive and Reinforcement-Guided Contrastive Hypergraph Distillation},
  booktitle    = {Proceedings of the Nineteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2026, Boise, ID, USA, February 22-26,
  2026},
  pages        = {778--787},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3773966.3777957},
  doi          = {10.1145/3773966.3777957},
}

@inproceedings{DBLP:conf/wsdm/Zhou0XZW26,
  author       = {Yibo Zhou and
  Xiaolong Xu and
  Haolong Xiang and
  Xuyun Zhang and
  Siyu Wu},
  title        = {Automated {C} Vulnerability Detection via Structure-Enhanced Graph
  Transformer and {RBM}},
  booktitle    = {Proceedings of the Nineteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2026, Boise, ID, USA, February 22-26,
  2026},
  pages        = {1027--1035},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3773966.3778005},
  doi          = {10.1145/3773966.3778005},
}

@inproceedings{DBLP:conf/mir/XuYWZW26,
  author       = {Rui Xu and
  Lin Yao and
  Zhiyang Wu and
  Xuyun Zhang and
  Guowei Wu},
  editor       = {Stevan Rudinac and
  Zi Helen Huang and
  Marcel Worring and
  Lucia Vadicamo and
  Xirong Li and
  Pascal Mettes and
  Lizi Liao},
  title        = {{B-HFA:} Parameter-Efficient Vision-Language Retrieval via Block-shared
  Adapters and Hierarchical Aggregation},
  booktitle    = {Proceedings of the 2026 International Conference on Multimedia Retrieval,
  {ICMR} 2026, Amsterdam, The Netherlands, June 16-19, 2026},
  pages        = {242--251},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3805622.3810607},
  doi          = {10.1145/3805622.3810607},
}

@inproceedings{DBLP:conf/aaai/LiHCZXCHW26,
  author       = {Kun Li and
  Longtao Hu and
  Jiameng Chen and
  Hongzhi Zhang and
  Yida Xiong and
  Xiantao Cai and
  Wenbin Hu and
  Jia Wu},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {Can Molecular Evolution Mechanism Enhance Molecular Representation?},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {15108--15116},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i18.38534},
  doi          = {10.1609/AAAI.V40I18.38534},
}

@inproceedings{DBLP:conf/www/XiaoXXQZFD26,
  author       = {Yu Xiao and
  Haolong Xiang and
  Xiaolong Xu and
  Lianyong Qi and
  Xuyun Zhang and
  Wei Fan and
  Wanchun Dou},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {{CIFAD:} Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection
  on Dynamic Relational Graphs},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {4680--4688},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792442},
  doi          = {10.1145/3774904.3792442},
}

@inproceedings{DBLP:conf/wsdm/GeMCQ0BZ26,
  author       = {Shiqi Ge and
  Shunmei Meng and
  Xiaoxiao Chi and
  Lianyong Qi and
  Xiaolong Xu and
  Amin Beheshti and
  Xuyun Zhang},
  title        = {{DDGCL:} Dual Diffusion-based Graph Contrastive Learning for Recommendation},
  booktitle    = {Proceedings of the Nineteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2026, Boise, ID, USA, February 22-26,
  2026},
  pages        = {489--497},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3773966.3777951},
  doi          = {10.1145/3773966.3777951},
}

@inproceedings{DBLP:conf/aaai/TianLTCLZSD26,
  author       = {Hao Tian and
  Sheng Lu and
  Fuwen Tian and
  Guangming Cui and
  Zheng Li and
  Xuyun Zhang and
  Quan Z. Sheng and
  Wanchun Dou},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {{DIAA:} {A} Decoding-Efficient Inference Acceleration Approach for
  On-Device Large Language Models},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {25896--25904},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i31.39789},
  doi          = {10.1609/AAAI.V40I31.39789},
}

@inproceedings{DBLP:conf/www/ZhaoXXGQBZD26,
  author       = {Xudong Zhao and
  Xiaolong Xu and
  Haolong Xiang and
  Tong Gao and
  Lianyong Qi and
  Amin Beheshti and
  Xuyun Zhang and
  Wanchun Dou},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {DyLogNet: {A} Dynamic Multi-Relational Graph Framework for Log Anomaly
  Detection},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {3755--3763},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792263},
  doi          = {10.1145/3774904.3792263},
}

@inproceedings{DBLP:conf/wsdm/DongX0Z26,
  author       = {Hongsheng Dong and
  Haolong Xiang and
  Xiaolong Xu and
  Xuyun Zhang},
  title        = {Enhanced Cold-Start Sequential Recommendation with Causal Diffusion
  Preference Modeling},
  booktitle    = {Proceedings of the Nineteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2026, Boise, ID, USA, February 22-26,
  2026},
  pages        = {132--141},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3773966.3778026},
  doi          = {10.1145/3773966.3778026},
}

@inproceedings{DBLP:conf/kdd/ZhangZZLLTPY26,
  author       = {Hengyu Zhang and
  Xuyun Zhang and
  Pengxiang Zhan and
  Linhao Luo and
  Hang Lv and
  Yanchao Tan and
  Shirui Pan and
  Carl Yang},
  editor       = {Srinivasan Parthasarathy and
  David F. Gleich and
  Xiangliang Zhang and
  Wee Hyong Tok and
  Faisal Farooq and
  Qi He and
  Ambuj K. Singh and
  Haixun Wang and
  Yan Liu},
  title        = {EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence
  for In-Context Reasoning},
  booktitle    = {Proceedings of the 32nd {ACM} {SIGKDD} Conference on Knowledge Discovery
  and Data Mining V.1, {KDD} 2026, Jeju Island, Korea, August 9-13,
  2026},
  pages        = {1916--1927},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3770854.3780257},
  doi          = {10.1145/3770854.3780257},
}

@inproceedings{DBLP:conf/isbi/MoradizeyvehHAGBI26,
  author       = {Sahar Moradizeyveh and
  Ambreen Hanif and
  Ghasem Azemi and
  Lija George and
  Amin Beheshti and
  Antonio Di Ieva},
  title        = {Explainable Brain Tumor Detection with Eye Fixation Density Map Alignment},
  booktitle    = {23rd {IEEE} International Symposium on Biomedical Imaging, {ISBI}
  2026, London, United Kingdom, April 8-11, 2026},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2026},
  url          = {https://doi.org/10.1109/ISBI61048.2026.11515595},
  doi          = {10.1109/ISBI61048.2026.11515595},
}

@inproceedings{DBLP:conf/www/AhmadiATMB26,
  author       = {MohammadHossein Ahmadi and
  Saleh Afzoon and
  Kamyar Taeb and
  Parimehr Morassafar and
  Amin Beheshti},
  title        = {Frugal Agents: Efficient Bio Reasoning via Long-Sequence Compression
  and Prompt-Gated Memory},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2026, {WWW} Companion
  2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
  pages        = {853--856},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774905.3795456},
  doi          = {10.1145/3774905.3795456},
}

@inproceedings{DBLP:conf/wsdm/HanQYZYZ0F0XZ26,
  author       = {Ruxue Han and
  Lianyong Qi and
  Chao Yan and
  Weiyi Zhong and
  Boyuan Yan and
  Bing Zhao and
  Xiaoran Zhao and
  Zhikang Feng and
  Xiaolong Xu and
  Haolong Xiang and
  Xuyun Zhang},
  title        = {GSDiffRec: Enhancing Personalized Sequential Recommendation via Diffusion
  Augmentation and Guidance Optimization},
  booktitle    = {Proceedings of the Nineteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2026, Boise, ID, USA, February 22-26,
  2026},
  pages        = {174--183},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3773966.3777973},
  doi          = {10.1145/3773966.3777973},
}

@inproceedings{DBLP:conf/www/LiuYMCWWH26,
  author       = {Chuang Liu and
  Zelin Yao and
  Xueqi Ma and
  Mukun Chen and
  Luzhi Wang and
  Jia Wu and
  Wenbin Hu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {Hi-GMAE: Hierarchical Graph Masked Autoencoders},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {1250--1261},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792515},
  doi          = {10.1145/3774904.3792515},
}

@inproceedings{DBLP:conf/aaai/LiuQMLFNZZTB26,
  author       = {Yuwen Liu and
  Lianyong Qi and
  Xingyuan Mao and
  Weiming Liu and
  Xuhui Fan and
  Qiang Ni and
  Xuyun Zhang and
  Yang Zhang and
  Yuan Tian and
  Amin Beheshti},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {15403--15411},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i18.38567},
  doi          = {10.1609/AAAI.V40I18.38567},
}

@inproceedings{DBLP:conf/www/ShammasiBMLAQ26,
  author       = {Alireza Shammasi and
  Amin Beheshti and
  Milad Mosharraf and
  Min Li and
  Pooyan Asgari and
  Yuankai Qi},
  title        = {ImVision: Adapting Pretrained Vision Models for Time-Series Imputation},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2026, {WWW} Companion
  2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
  pages        = {1089--1093},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774905.3795446},
  doi          = {10.1145/3774905.3795446},
}

@inproceedings{DBLP:conf/aaai/ZhangLCLGWGQ26,
  author       = {Zhedong Zhang and
  Liang Li and
  Gaoxiang Cong and
  Chunshan Liu and
  Yuhan Gao and
  Xiaowan Wang and
  Tao Gu and
  Yuankai Qi},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {InstructDubber: Instruction-based Alignment for Zero-shot Movie Dubbing},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {12988--12996},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i15.38298},
  doi          = {10.1609/AAAI.V40I15.38298},
}

@inproceedings{DBLP:conf/www/XieQLWXXZGZBD26,
  author       = {Jianye Xie and
  Lianyong Qi and
  Weiming Liu and
  Anqi Wang and
  Xiaolong Xu and
  Haolong Xiang and
  Xuyun Zhang and
  Wenwen Gong and
  Yang Zhang and
  Amin Beheshti and
  Wanchun Dou},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {Joint Similar User Exploration and Informative Behavior Guidance for
  Multi-Modal New Item Recommendation},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {6218--6229},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792302},
  doi          = {10.1145/3774904.3792302},
}

@inproceedings{DBLP:conf/www/QiuXMXYLSBW26,
  author       = {Zitai Qiu and
  Rongwei Xu and
  Congbo Ma and
  Shan Xue and
  Jian Yang and
  Guanfeng Liu and
  Quan Z. Sheng and
  Amin Beheshti and
  Jia Wu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {{LHG:} LLM-enhanced and Heterogeneous Graph-induced for Unsupervised
  Social Event Detection},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {3612--3623},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792137},
  doi          = {10.1145/3774904.3792137},
}

@inproceedings{DBLP:conf/www/XuQDWWBL26,
  author       = {Rongwei Xu and
  Zitai Qiu and
  Pengfei Ding and
  Jia Wu and
  Yan Wang and
  Amin Beheshti and
  Guanfeng Liu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {{MARCH:} Multi-Teacher Contrastive Hypergraph Distillation},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {3917--3928},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792380},
  doi          = {10.1145/3774904.3792380},
}

@inproceedings{DBLP:conf/iccel/FatimaHAAMBB26,
  author       = {Noreen Fatima and
  Yassine Himeur and
  Hamzah Ali Alkhazaleh and
  Shadi Atalla and
  Wathiq Mansoor and
  Faycal Bensaali and
  Amin Beheshti},
  title        = {MM-Fusion: Multimodal Fusion for Alzheimer's Screening Using Structural
  {MRI} and Demographic Data},
  booktitle    = {{IEEE} International Conference on Consumer Electronics, {ICCE} 2026,
  Dubai, United Arab Emirates, February 3-5, 2026},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2026},
  url          = {https://doi.org/10.1109/ICCE67443.2026.11449736},
  doi          = {10.1109/ICCE67443.2026.11449736},
}

@inproceedings{DBLP:conf/www/ChenCWTVW26,
  author       = {Yuzhe Chen and
  Jie Cao and
  Youquan Wang and
  Haicheng Tao and
  Darko B. Vukovic and
  Jia Wu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {Modeling Endogenous Logic: Causal Neuro-Symbolic Reasoning Model for
  Explainable Multi-Behavior Recommendation},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {6400--6410},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792419},
  doi          = {10.1145/3774904.3792419},
}

@inproceedings{DBLP:conf/aaai/XiangWXYZSBF26,
  author       = {Haolong Xiang and
  Peisi Wang and
  Xiaolong Xu and
  Kun Yi and
  Xuyun Zhang and
  Quan Z. Sheng and
  Amin Beheshti and
  Wei Fan},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {{MTP:} Exploring Multimodal Urban Traffic Profiling with Modality
  Augmentation and Spectrum Fusion},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {27037--27045},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i32.39917},
  doi          = {10.1609/AAAI.V40I32.39917},
}

@inproceedings{DBLP:conf/www/YuMQXYW26,
  author       = {Yongsheng Yu and
  Congbo Ma and
  Zitai Qiu and
  Shan Xue and
  Jian Yang and
  Jia Wu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {{PIGCN:} Physics-Inspired Graph Convolution Networks for Heterogeneous
  Social Event Detection},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {992--1003},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792354},
  doi          = {10.1145/3774904.3792354},
}

@inproceedings{DBLP:conf/www/XieHQWXXZPBDZ26,
  author       = {Jianye Xie and
  Chunhua Hu and
  Lianyong Qi and
  Fan Wang and
  Xiaolong Xu and
  Haolong Xiang and
  Xuyun Zhang and
  Shichao Pei and
  Amin Beheshti and
  Wanchun Dou and
  Xiaokang Zhou},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {{PLIKD:} Prompt Learning with Instance-aware Knowledge Distillation
  for Web-scale Semantic Image Classification},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {3788--3799},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792293},
  doi          = {10.1145/3774904.3792293},
}

@inproceedings{DBLP:conf/aaai/ChiZWHD26,
  author       = {Xiaoxiao Chi and
  Xuyun Zhang and
  Yan Wang and
  Hongsheng Hu and
  Wanchun Dou},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {Reference Recommendation Based Membership Inference Attack Against
  Hybrid-Based Recommender Systems},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {35375--35383},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i42.40846},
  doi          = {10.1609/AAAI.V40I42.40846},
}

@inproceedings{DBLP:conf/www/YangZXMYPBW26,
  author       = {Zhenyu Yang and
  Ge Zhang and
  Shan Xue and
  Xiaoxiao Ma and
  Jian Yang and
  Hao Peng and
  Amin Beheshti and
  Jia Wu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {Revisiting Graph-Level Anomaly Detection: From Partially to Fully
  Unsupervised Learning},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {901--912},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792307},
  doi          = {10.1145/3774904.3792307},
}

@inproceedings{DBLP:conf/aaai/ZhangCLXCHW26,
  author       = {Hongzhi Zhang and
  Jiameng Chen and
  Kun Li and
  Yida Xiong and
  Xiantao Cai and
  Wenbin Hu and
  Jia Wu},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {Sequence-Free for Compound Protein Interaction Prediction},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {16289--16297},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i19.38666},
  doi          = {10.1609/AAAI.V40I19.38666},
}

@inproceedings{DBLP:conf/eacl/TianLQHH26,
  author       = {Mingkai Tian and
  Guorong Li and
  Yuankai Qi and
  Anton van den Hengel and
  Qingming Huang},
  editor       = {Vera Demberg and
  Kentaro Inui and
  Llu{\'{\i}}s Marquez},
  title        = {The Devil is in the Distributions: Explicit Modeling of Scene Content
  is Key in Zero-Shot Video Captioning},
  booktitle    = {Findings of the Association for Computational Linguistics: {EACL}
  2026, Rabat, Morocco, March 24-29, 2026},
  series       = {Findings of {ACL}},
  pages        = {1916--1929},
  publisher    = {Association for Computational Linguistics},
  year         = {2026},
  url          = {https://doi.org/10.18653/v1/2026.findings-eacl.98},
  doi          = {10.18653/V1/2026.FINDINGS-EACL.98},
}

@inproceedings{DBLP:conf/www/TripathiKNYGN26,
  author       = {Sahil Tripathi and
  Gautam Siddharth Kashyap and
  Mehwish Nasim and
  Jian Yang and
  Jiechao Gao and
  Usman Naseem},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {They Said Memes Were Harmless - We Found the Ones That Hurt: Decoding
  Jokes, Symbols, and Cultural References},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {4910--4918},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792718},
  doi          = {10.1145/3774904.3792718},
}

@inproceedings{DBLP:conf/aaai/MaLCQSBZY26,
  author       = {Jianbo Ma and
  Hui Luo and
  Qi Chen and
  Yuankai Qi and
  Yumei Sun and
  Amin Beheshti and
  Jianlin Zhang and
  Ming{-}Hsuan Yang},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {Tracking the Unstable: Appearance-Guided Motion Modeling for Robust
  Multi-Object Tracking in UAV-Captured Videos},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {7773--7781},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i10.37720},
  doi          = {10.1609/AAAI.V40I10.37720},
}

@inproceedings{DBLP:conf/www/Bagheri-Lotfabad26,
  author       = {Kiana Bagheri{-}Lotfabad and
  Amin Beheshti and
  Milad Mosharraf and
  Min Li and
  Pooyan Asgari and
  Guanfeng Liu},
  title        = {Weakly Supervised Multimodal Claim Verification with Entity-Graph
  Inference},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2026, {WWW} Companion
  2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
  pages        = {221--224},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774905.3793141},
  doi          = {10.1145/3774905.3793141},
}

@inproceedings{DBLP:conf/cais/ShawB26,
  author       = {Anthony Shaw and
  Amin Beheshti},
  title        = {Wily: High-Performance Complexity Gated-Feedback for {AI} Coding Agents},
  booktitle    = {Proceedings of the {ACM} Conference on {AI} and Agentic Systems, {CAIS}
  2026, San Jose, CA, USA, May 26-29, 2026},
  pages        = {1362--1366},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3786335.3813220},
  doi          = {10.1145/3786335.3813220},
}

@article{DBLP:journals/corr/abs-2604-15489,
  author       = {Mehdi Hosseinzadeh and
  Roohallah Alizadehsani and
  Amin Beheshti and
  Hamid Alinejad{-}Rokny and
  Lu Chen and
  Mohammad Sadegh Yousefpoor and
  Efat Yousefpoor and
  Muneera Altayeb and
  Thantrira Porntaveetus and
  Sadia Din},
  title        = {A Q-learning-based QoS-aware multipath routing protocol in IoMT-based
  wireless body area network},
  journal      = {CoRR},
  volume       = {abs/2604.15489},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2604.15489},
  doi          = {10.48550/ARXIV.2604.15489},
  eprinttype   = {arXiv},
  eprint       = {2604.15489},
}

@article{DBLP:journals/corr/abs-2602-01257,
  author       = {Yunchuan Ma and
  Laiyun Qing and
  Guorong Li and
  Yuqing Liu and
  Yuankai Qi and
  Qingming Huang},
  title        = {Boosting Point-supervised Temporal Action Localization via Text Refinement
  and Alignment},
  journal      = {CoRR},
  volume       = {abs/2602.01257},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2602.01257},
  doi          = {10.48550/ARXIV.2602.01257},
  eprinttype   = {arXiv},
  eprint       = {2602.01257},
}

@article{DBLP:journals/corr/abs-2604-12292,
  author       = {Gaoxiang Cong and
  Liang Li and
  Jiaxin Ye and
  Zhedong Zhang and
  Hongming Shan and
  Yuankai Qi and
  Qingming Huang},
  title        = {CoSyncDiT: Cognitive Synchronous Diffusion Transformer for Movie Dubbing},
  journal      = {CoRR},
  volume       = {abs/2604.12292},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2604.12292},
  doi          = {10.48550/ARXIV.2604.12292},
  eprinttype   = {arXiv},
  eprint       = {2604.12292},
}

@article{DBLP:journals/corr/abs-2603-21086,
  author       = {Bahram Mohammadi and
  Yanqiu Wu and
  Vu Minh Hieu Phan and
  Sam White and
  Minh{-}Son To and
  Jian Yang and
  Michael Sheng and
  Yang Song and
  Yuankai Qi},
  title        = {DGRNet: Disagreement-Guided Refinement for Uncertainty-Aware Brain
  Tumor Segmentation},
  journal      = {CoRR},
  volume       = {abs/2603.21086},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2603.21086},
  doi          = {10.48550/ARXIV.2603.21086},
  eprinttype   = {arXiv},
  eprint       = {2603.21086},
}

@article{DBLP:journals/corr/abs-2605-06472,
  author       = {Haoyu Zheng and
  Fangcheng Fu and
  Jia Wu and
  Binhang Yuan and
  Yongqiang Zhang and
  Hao Wang and
  Yuanyuan Zhu and
  Xiao Yan and
  Jiawei Jiang},
  title        = {Efficient Serving for Dynamic Agent Workflows with Prediction-based
  KV-Cache Management},
  journal      = {CoRR},
  volume       = {abs/2605.06472},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2605.06472},
  doi          = {10.48550/ARXIV.2605.06472},
  eprinttype   = {arXiv},
  eprint       = {2605.06472},
}

@article{DBLP:journals/corr/abs-2602-05718,
  author       = {Yunchuan Ma and
  Laiyun Qing and
  Guorong Li and
  Yuqing Liu and
  Yuankai Qi and
  Qingming Huang},
  title        = {Exploring the Temporal Consistency for Point-Level Weakly-Supervised
  Temporal Action Localization},
  journal      = {CoRR},
  volume       = {abs/2602.05718},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2602.05718},
  doi          = {10.48550/ARXIV.2602.05718},
  eprinttype   = {arXiv},
  eprint       = {2602.05718},
}

@article{DBLP:journals/corr/abs-2603-21083,
  author       = {Bahram Mohammadi and
  Ta Duc Huy and
  Afrouz Sheikholeslami and
  Qi Chen and
  Vu Minh Hieu Phan and
  Sam White and
  Minh{-}Son To and
  Xuyun Zhang and
  Amin Beheshti and
  Luping Zhou and
  Yuankai Qi},
  title        = {Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware
  Prompts},
  journal      = {CoRR},
  volume       = {abs/2603.21083},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2603.21083},
  doi          = {10.48550/ARXIV.2603.21083},
  eprinttype   = {arXiv},
  eprint       = {2603.21083},
}

@article{DBLP:journals/corr/abs-2601-21673,
  author       = {Dexuan Ding and
  Ciyuan Peng and
  Endrowednes Kuantama and
  Jingcai Guo and
  Jia Wu and
  Jian Yang and
  Amin Beheshti and
  Ming{-}Hsuan Yang and
  Yuankai Qi},
  title        = {Multimodal Visual Surrogate Compression for Alzheimer's Disease Classification},
  journal      = {CoRR},
  volume       = {abs/2601.21673},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.21673},
  doi          = {10.48550/ARXIV.2601.21673},
  eprinttype   = {arXiv},
  eprint       = {2601.21673},
}

@article{DBLP:journals/corr/abs-2601-19257,
  author       = {Kun Li and
  Longtao Hu and
  Yida Xiong and
  Jiajun Yu and
  Hongzhi Zhang and
  Jiameng Chen and
  Xiantao Cai and
  Jia Wu and
  Wenbin Hu},
  title        = {PCEvo: Path-Consistent Molecular Representation via Virtual Evolutionary},
  journal      = {CoRR},
  volume       = {abs/2601.19257},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.19257},
  doi          = {10.48550/ARXIV.2601.19257},
  eprinttype   = {arXiv},
  eprint       = {2601.19257},
}

@article{DBLP:journals/corr/abs-2603-15167,
  author       = {Sosuke Yamao and
  Natsuki Miyahara and
  Yuankai Qi and
  Shun Takeuchi},
  title        = {Question-guided Visual Compression with Memory Feedback for Long-Term
  Video Understanding},
  journal      = {CoRR},
  volume       = {abs/2603.15167},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2603.15167},
  doi          = {10.48550/ARXIV.2603.15167},
  eprinttype   = {arXiv},
  eprint       = {2603.15167},
}

@article{DBLP:journals/corr/abs-2601-03664,
  author       = {Yang Cao and
  Sikun Yang and
  Xuyun Zhang and
  Yujiu Yang},
  title        = {Stochastic Voronoi Ensembles for Anomaly Detection},
  journal      = {CoRR},
  volume       = {abs/2601.03664},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.03664},
  doi          = {10.48550/ARXIV.2601.03664},
  eprinttype   = {arXiv},
  eprint       = {2601.03664},
}

@article{DBLP:journals/corr/abs-2604-05478,
  author       = {Yuheng Liang and
  Lucy Chhuo and
  Ahmadreza Argha and
  Nona Farbehi and
  Lu Chen and
  Roohallah Alizadehsani and
  Mehdi Hosseinzadeh and
  Amin Beheshti and
  Thantrira Porntaveetus and
  Youqiong Ye and
  Hamid Alinejad{-}Rokny},
  title        = {Transcriptomic Models for Immunotherapy Response Prediction Show Limited
  Cross-cohort Generalisability},
  journal      = {CoRR},
  volume       = {abs/2604.05478},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2604.05478},
  doi          = {10.48550/ARXIV.2604.05478},
  eprinttype   = {arXiv},
  eprint       = {2604.05478},
}

@article{DBLP:journals/corr/abs-2602-05271,
  author       = {Shengqin Jiang and
  Xiaoran Feng and
  Yuankai Qi and
  Haokui Zhang and
  Renlong Hang and
  Qingshan Liu and
  Lina Yao and
  Quan Z. Sheng and
  Ming{-}Hsuan Yang},
  title        = {Unlocking Prototype Potential: An Efficient Tuning Framework for Few-Shot
  Class-Incremental Learning},
  journal      = {CoRR},
  volume       = {abs/2602.05271},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2602.05271},
  doi          = {10.48550/ARXIV.2602.05271},
  eprinttype   = {arXiv},
  eprint       = {2602.05271},
}

@article{DBLP:journals/corr/abs-2601-22524,
  author       = {Yida Xiong and
  Jiameng Chen and
  Xiuwen Gong and
  Jia Wu and
  Shirui Pan and
  Wenbin Hu},
  title        = {Variational Bayesian Flow Network for Graph Generation},
  journal      = {CoRR},
  volume       = {abs/2601.22524},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.22524},
  doi          = {10.48550/ARXIV.2601.22524},
  eprinttype   = {arXiv},
  eprint       = {2601.22524},
}

@article{DBLP:journals/corr/abs-2601-11078,
  author       = {Jiaohong Yao and
  Linfeng Liang and
  Yao Deng and
  Xi Zheng and
  Richard Han and
  Yuankai Qi},
  title        = {Visual Marker Search for Autonomous Drone Landing in Diverse Urban
  Environments},
  journal      = {CoRR},
  volume       = {abs/2601.11078},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.11078},
  doi          = {10.48550/ARXIV.2601.11078},
  eprinttype   = {arXiv},
  eprint       = {2601.11078},
}

@article{DBLP:journals/mlc/FanLWXCXW25,
  author       = {Jin Fan and
  Jie Liu and
  Huifeng Wu and
  Jiaqian Xiang and
  Yuxia Cheng and
  Guanhang Xu and
  Jia Wu},
  title        = {A channel dependency decoupled two-stream model for multivariate time
  series analysis},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {16},
  number       = {12},
  pages        = {10081--10095},
  year         = {2025},
  url          = {https://doi.org/10.1007/s13042-025-02530-2},
  doi          = {10.1007/S13042-025-02530-2},
}

@article{DBLP:journals/tpds/WangXYXW25,
  author       = {Xiao Wang and
  Hanchuan Xu and
  Jian Yang and
  Xiaofei Xu and
  Zhongjie Wang},
  title        = {A Collaborative Service Composition Approach Considering Providers'
  Self-Interest and Minimal Service Sharing},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {36},
  number       = {4},
  pages        = {598--615},
  year         = {2025},
  url          = {https://doi.org/10.1109/tpds.2025.3534283},
  doi          = {10.1109/TPDS.2025.3534283},
}

@article{DBLP:journals/csur/ZhouXZCLBWWZE25,
  author       = {Sheng Zhou and
  Hongjia Xu and
  Zhuonan Zheng and
  Jiawei Chen and
  Zhao Li and
  Jiajun Bu and
  Jia Wu and
  Xin Wang and
  Wenwu Zhu and
  Martin Ester},
  title        = {A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and
  Future Directions},
  journal      = {{ACM} Comput. Surv.},
  volume       = {57},
  number       = {3},
  pages        = {69:1--69:38},
  year         = {2025},
  url          = {https://doi.org/10.1145/3689036},
  doi          = {10.1145/3689036},
}

@article{DBLP:journals/mlc/ZhouLLYLWZJYHPLWLXXPYS25,
  author       = {Ce Zhou and
  Qian Li and
  Chen Li and
  Jun Yu and
  Yixin Liu and
  Guangjing Wang and
  Kai Zhang and
  Cheng Ji and
  Qiben Yan and
  Lifang He and
  Hao Peng and
  Jianxin Li and
  Jia Wu and
  Ziwei Liu and
  Pengtao Xie and
  Caiming Xiong and
  Jian Pei and
  Philip S. Yu and
  Lichao Sun},
  title        = {A comprehensive survey on pretrained foundation models: a history
  from {BERT} to ChatGPT},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {16},
  number       = {12},
  pages        = {9851--9915},
  year         = {2025},
  url          = {https://doi.org/10.1007/s13042-024-02443-6},
  doi          = {10.1007/S13042-024-02443-6},
}

@article{DBLP:journals/ijon/FanWQWSW25,
  author       = {Jin Fan and
  Zehao Wang and
  Feiwei Qin and
  Huifeng Wu and
  Danfeng Sun and
  Jia Wu},
  title        = {A distribution feature extracting network with dual correlation for
  long sequence time-series forecasting},
  journal      = {Neurocomputing},
  volume       = {649},
  pages        = {130806},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neucom.2025.130806},
  doi          = {10.1016/J.NEUCOM.2025.130806},
}

@article{DBLP:journals/tnn/DingWTWC25,
  author       = {Da Ding and
  Youquan Wang and
  Haicheng Tao and
  Jia Wu and
  Jie Cao},
  title        = {A Dual-Discriminator Generative Adversarial Network for Anomaly Detection},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {36},
  number       = {10},
  pages        = {19285--19296},
  year         = {2025},
  url          = {https://doi.org/10.1109/TNNLS.2025.3585978},
  doi          = {10.1109/TNNLS.2025.3585978},
}

@article{DBLP:journals/isci/XiangFNZ25,
  author       = {Haolong Xiang and
  Wenhao Fei and
  Ruiyang Ni and
  Xuyun Zhang},
  title        = {A learning-based anomaly detection framework for secure recommendation},
  journal      = {Inf. Sci.},
  volume       = {708},
  pages        = {122071},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.ins.2025.122071},
  doi          = {10.1016/J.INS.2025.122071},
}

@article{DBLP:journals/dsp/FadaeiARB25,
  author       = {Sadegh Fadaei and
  Mehdi Azadimotlagh and
  Armin Rashno and
  Amin Beheshti},
  title        = {A new texture descriptor based on hexagonal local binary pattern for
  content-based image retrieval},
  journal      = {Digit. Signal Process.},
  volume       = {161},
  pages        = {105138},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.dsp.2025.105138},
  doi          = {10.1016/J.DSP.2025.105138},
}

@article{DBLP:journals/fgcs/GaoSWWW25,
  author       = {Zheng Gao and
  Danfeng Sun and
  Kai Wang and
  Jia Wu and
  Huifeng Wu},
  title        = {A protocol generation model for protocol-unknown IoT devices},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {166},
  pages        = {107638},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.future.2024.107638},
  doi          = {10.1016/J.FUTURE.2024.107638},
}

@article{DBLP:journals/tkdd/ZhengLZWW25,
  author       = {Xiulin Zheng and
  Pei{-}Pei Li and
  Zan Zhang and
  Jia Wu and
  Xindong Wu},
  title        = {A Relation-Constraint Link Prediction Model for Dynamic Knowledge
  Graphs with Entity Drift},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {19},
  number       = {5},
  pages        = {1--38},
  year         = {2025},
  url          = {https://doi.org/10.1145/3725815},
  doi          = {10.1145/3725815},
}

@article{DBLP:journals/tbd/WangZSLSCZYG25,
  author       = {Shuang Wang and
  He Zhang and
  Quan Z. Sheng and
  Xiaoping Li and
  Zhu Sun and
  Taotao Cai and
  Wei Emma Zhang and
  Jian Yang and
  Qing Gao},
  title        = {A Survey on Truth Discovery: Concepts, Methods, Applications, and
  Opportunities},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {11},
  number       = {2},
  pages        = {314--332},
  year         = {2025},
  url          = {https://doi.org/10.1109/TBDATA.2024.3423677},
  doi          = {10.1109/TBDATA.2024.3423677},
}

@article{DBLP:journals/tbd/KhanWYHX25,
  author       = {Bilal Khan and
  Jia Wu and
  Jian Yang and
  Malik Khizar Hayat and
  Shan Xue},
  title        = {A Unified Hypergraph Framework for Inter and Intra-Session Dynamics
  in Session-Based Social Recommendations},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {11},
  number       = {6},
  pages        = {2987--3002},
  year         = {2025},
  url          = {https://doi.org/10.1109/TBDATA.2025.3566617},
  doi          = {10.1109/TBDATA.2025.3566617},
}

@article{DBLP:journals/tkde/YiTZZSW25,
  author       = {Qingqing Yi and
  Jingjing Tang and
  Xiangyu Zhao and
  Yujian Zeng and
  Zengchun Song and
  Jia Wu},
  title        = {An Adaptive Entire-Space Multi-Scenario Multi-Task Transfer Learning
  Model for Recommendations},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {37},
  number       = {4},
  pages        = {1585--1598},
  year         = {2025},
  url          = {https://doi.org/10.1109/TKDE.2025.3536334},
  doi          = {10.1109/TKDE.2025.3536334},
}

@article{DBLP:journals/kbs/FanGYWSW25,
  author       = {Jin Fan and
  Zhangyu Gu and
  Jiajun Yang and
  Huifeng Wu and
  Danfeng Sun and
  Jia Wu},
  title        = {An enhanced residual learning framework for Graph Neural Networks
  based on Dual Random Walk},
  journal      = {Knowl. Based Syst.},
  volume       = {324},
  pages        = {113822},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.knosys.2025.113822},
  doi          = {10.1016/J.KNOSYS.2025.113822},
}

@article{DBLP:journals/eswa/AmiriHNBK25,
  author       = {Mohammad Hussein Amiri and
  Nastaran Mehrabi Hashjin and
  Maryam Khanian Najafabadi and
  Amin Beheshti and
  Nima Khodadadi},
  title        = {An innovative data-driven {AI} approach for detecting and isolating
  faults in gas turbines at power plants},
  journal      = {Expert Syst. Appl.},
  volume       = {263},
  pages        = {125497},
  year         = {2025},
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  doi          = {10.1016/J.ESWA.2024.125497},
}

@article{DBLP:journals/dai/FarhoodNBM25,
  author       = {Helia Farhood and
  Magnus Nyden and
  Amin Beheshti and
  Samuel Muller},
  title        = {Artificial intelligence-based personalised learning in education:
  a systematic literature review},
  journal      = {Discov. Artif. Intell.},
  volume       = {5},
  number       = {1},
  pages        = {331},
  year         = {2025},
  url          = {https://doi.org/10.1007/s44163-025-00598-x},
  doi          = {10.1007/S44163-025-00598-X},
}

@article{DBLP:journals/kais/HaghighiSSWZYYS25,
  author       = {Venus Haghighi and
  Behnaz Soltani and
  Nasrin Shabani and
  Jia Wu and
  Yang Zhang and
  Lina Yao and
  Jian Yang and
  Quan Z. Sheng},
  title        = {Beyond pairwise relationships: a transformer-based hypergraph learning
  approach for fraud detection},
  journal      = {Knowl. Inf. Syst.},
  volume       = {67},
  number       = {9},
  pages        = {7987--8022},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10115-025-02476-5},
  doi          = {10.1007/S10115-025-02476-5},
}

@article{DBLP:journals/spl/LiuMQQL25,
  author       = {Yuqing Liu and
  Yunchuan Ma and
  Yuankai Qi and
  Laiyun Qing and
  Guorong Li},
  title        = {Boosting {UAV} Detection via Memory-Enhanced Attention and Contrastive
  Learning},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {32},
  pages        = {3132--3136},
  year         = {2025},
  url          = {https://doi.org/10.1109/LSP.2025.3592113},
  doi          = {10.1109/LSP.2025.3592113},
}

@article{DBLP:journals/tois/XuDXHLXZQD25,
  author       = {Xiaolong Xu and
  Hongsheng Dong and
  Haolong Xiang and
  Xiyuan Hu and
  Xiaoyong Li and
  Xiaoyu Xia and
  Xuyun Zhang and
  Lianyong Qi and
  Wanchun Dou},
  title        = {C2lRec: Causal Contrastive Learning for User Cold-start Recommendation
  with Social Variables},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {43},
  number       = {6},
  pages        = {143:1--143:28},
  year         = {2025},
  url          = {https://doi.org/10.1145/3711858},
  doi          = {10.1145/3711858},
}

@article{DBLP:journals/tois/ChenCWWCX25,
  author       = {Yuzhe Chen and
  Jie Cao and
  Youquan Wang and
  Jia Wu and
  Huanhuan Chen and
  Guandong Xu},
  title        = {Causal Variational Inference for Deconfounded Multi-Behavior Recommendation},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {43},
  number       = {6},
  pages        = {151:1--151:26},
  year         = {2025},
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  doi          = {10.1145/3745023},
}

@article{DBLP:journals/tois/LiSZZZ25,
  author       = {Honghao Li and
  Lei Sang and
  Yi Zhang and
  Xuyun Zhang and
  Yiwen Zhang},
  title        = {{CETN:} Contrast-enhanced Through Network for Click-Through Rate Prediction},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {43},
  number       = {1},
  pages        = {4:1--4:34},
  year         = {2025},
  url          = {https://doi.org/10.1145/3688571},
  doi          = {10.1145/3688571},
}

@article{DBLP:journals/nn/GaoHYZW25,
  author       = {Rong Gao and
  Siqi Hu and
  Lingyu Yan and
  Lefei Zhang and
  Jia Wu},
  title        = {CFI-Former: Efficient lane detection by multi-granularity perceptual
  query attention transformer},
  journal      = {Neural Networks},
  volume       = {187},
  pages        = {107347},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neunet.2025.107347},
  doi          = {10.1016/J.NEUNET.2025.107347},
}

@article{DBLP:journals/algorithms/ShahabikargarBMZFJHS25,
  author       = {Maryam Shahabikargar and
  Amin Beheshti and
  Wathiq Mansoor and
  Xuyun Zhang and
  EuJin Foo and
  Alireza Jolfaei and
  Ambreen Hanif and
  Nasrin Shabani},
  title        = {ChurnKB: {A} Generative AI-Enriched Knowledge Base for Customer Churn
  Feature Engineering},
  journal      = {Algorithms},
  volume       = {18},
  number       = {4},
  pages        = {238},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18040238},
  doi          = {10.3390/A18040238},
}

@article{DBLP:journals/tnn/HuWQ25,
  author       = {Wenya Hu and
  Jia Wu and
  Quan Qian},
  title        = {CiRLExplainer: Causality-Inspired Explainer for Graph Neural Networks
  via Reinforcement Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {36},
  number       = {6},
  pages        = {9970--9984},
  year         = {2025},
  url          = {https://doi.org/10.1109/TNNLS.2025.3543070},
  doi          = {10.1109/TNNLS.2025.3543070},
}

@article{DBLP:journals/tnse/XieMXYWF25,
  author       = {Bingbing Xie and
  Xiaoxiao Ma and
  Shan Xue and
  Jian Yang and
  Jia Wu and
  Hao Fan},
  title        = {Contrastive Multi-Knowledge Graph Learning for Fake News Detection},
  journal      = {{IEEE} Trans. Netw. Sci. Eng.},
  volume       = {12},
  number       = {5},
  pages        = {3948--3961},
  year         = {2025},
  url          = {https://doi.org/10.1109/TNSE.2025.3567296},
  doi          = {10.1109/TNSE.2025.3567296},
}

@article{DBLP:journals/tsc/KongHQXZYZ25,
  author       = {Lingzhen Kong and
  Xiyuan Hu and
  Lianyong Qi and
  Xiaolong Xu and
  Yiwen Zhang and
  Lina Yao and
  Xuyun Zhang},
  title        = {Deep Learning to Hash for Time-Aware QoS Prediction Based on {VQ-VAE}},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {18},
  number       = {5},
  pages        = {2726--2739},
  year         = {2025},
  url          = {https://doi.org/10.1109/TSC.2025.3592409},
  doi          = {10.1109/TSC.2025.3592409},
}

@article{DBLP:journals/tsc/YangZQSMZ25,
  author       = {Yihong Yang and
  Zhangbing Zhou and
  Lianyong Qi and
  Zhensheng Shi and
  Lin Meng and
  Xuyun Zhang},
  title        = {Dependency-Aware Online Microservice Re-Scheduling for Adaptive Resources
  Co-Optimization in Edge Networks},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {18},
  number       = {6},
  pages        = {3649--3667},
  year         = {2025},
  url          = {https://doi.org/10.1109/TSC.2025.3625558},
  doi          = {10.1109/TSC.2025.3625558},
}

@article{DBLP:journals/tcsv/JiangLHYYHYQ25,
  author       = {Huajie Jiang and
  Zhengxian Li and
  Yongli Hu and
  Baocai Yin and
  Jian Yang and
  Anton van den Hengel and
  Ming{-}Hsuan Yang and
  Yuankai Qi},
  title        = {Dual Prototype Contrastive Network for Generalized Zero-Shot Learning},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {35},
  number       = {2},
  pages        = {1111--1122},
  year         = {2025},
  url          = {https://doi.org/10.1109/TCSVT.2024.3474910},
  doi          = {10.1109/TCSVT.2024.3474910},
}

@article{DBLP:journals/pami/LiCQZWSHY25,
  author       = {Liang Li and
  Gaoxiang Cong and
  Yuankai Qi and
  Zheng{-}Jun Zha and
  Qi Wu and
  Quan Z. Sheng and
  Qingming Huang and
  Ming{-}Hsuan Yang},
  title        = {Dubbing Movies via Hierarchical Phoneme Modeling and Acoustic Diffusion
  Denoising},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {47},
  number       = {11},
  pages        = {10361--10377},
  year         = {2025},
  url          = {https://doi.org/10.1109/TPAMI.2025.3597267},
  doi          = {10.1109/TPAMI.2025.3597267},
}

@article{DBLP:journals/tnn/ZhangLQYQYH25,
  author       = {Chen Zhang and
  Guorong Li and
  Yuankai Qi and
  Hanhua Ye and
  Laiyun Qing and
  Ming{-}Hsuan Yang and
  Qingming Huang},
  title        = {Dynamic Erasing Network With Adaptive Temporal Modeling for Weakly
  Supervised Video Anomaly Detection},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {36},
  number       = {9},
  pages        = {16706--16720},
  year         = {2025},
  url          = {https://doi.org/10.1109/TNNLS.2025.3553556},
  doi          = {10.1109/TNNLS.2025.3553556},
}

@article{DBLP:journals/tcss/KhanWYXH25,
  author       = {Bilal Khan and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Malik Khizar Hayat},
  title        = {Dynamic Hypergraph for Cross-Domain Session-Based Social Recommendations},
  journal      = {{IEEE} Trans. Comput. Soc. Syst.},
  volume       = {12},
  number       = {6},
  pages        = {4896--4909},
  year         = {2025},
  url          = {https://doi.org/10.1109/TCSS.2025.3575596},
  doi          = {10.1109/TCSS.2025.3575596},
}

@article{DBLP:journals/frai/RabhiBG25,
  author       = {Fethi Rabhi and
  Amin Beheshti and
  Asif Gill},
  title        = {Editorial: Business transformation through AI-enabled technologies},
  journal      = {Frontiers Artif. Intell.},
  volume       = {8},
  year         = {2025},
  url          = {https://doi.org/10.3389/frai.2025.1577540},
  doi          = {10.3389/FRAI.2025.1577540},
}

@article{DBLP:journals/tifs/FanWWYWW25,
  author       = {Jin Fan and
  Zheyu Wang and
  Zehao Wang and
  Jiajun Yang and
  Huifeng Wu and
  Jia Wu},
  title        = {Enhancing {GCN} Robustness Against Structural Attacks via Adaptive
  Spectrum Filtering},
  journal      = {{IEEE} Trans. Inf. Forensics Secur.},
  volume       = {20},
  pages        = {10668--10682},
  year         = {2025},
  url          = {https://doi.org/10.1109/TIFS.2025.3607260},
  doi          = {10.1109/TIFS.2025.3607260},
}

@article{DBLP:journals/tnn/ZhangYWJY25,
  author       = {Ge Zhang and
  Zhenyu Yang and
  Jia Wu and
  Pengfei Jiao and
  Jian Yang},
  title        = {Enhancing Graph Neural Networks for Out-of-Distribution Graph Detection},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {36},
  number       = {10},
  pages        = {19255--19269},
  year         = {2025},
  url          = {https://doi.org/10.1109/TNNLS.2025.3584090},
  doi          = {10.1109/TNNLS.2025.3584090},
}

@article{DBLP:journals/kbs/ZhaoHWHNYLWS25,
  author       = {Deji Zhao and
  Donghong Han and
  Jia Wu and
  Zhongjiang He and
  Bo Ning and
  Ye Yuan and
  Yongxiang Li and
  Chao Wang and
  Shuangyong Song},
  title        = {Enhancing math reasoning ability of large language models via computation
  logic graphs},
  journal      = {Knowl. Based Syst.},
  volume       = {325},
  pages        = {113905},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.knosys.2025.113905},
  doi          = {10.1016/J.KNOSYS.2025.113905},
}

@article{DBLP:journals/eait/AlEmranAFAMBA25,
  author       = {Mostafa Al{-}Emran and
  Mohammed A. Al{-}Sharafi and
  Behzad Foroughi and
  Noor Al{-}Qaysi and
  Dahlia Mansoor and
  Amin Beheshti and
  Nor'ashikin Ali},
  title        = {Evaluating the influence of generative {AI} on students' academic
  performance through the lenses of {TPB} and {TTF} using a hybrid {SEM-ANN}
  approach},
  journal      = {Educ. Inf. Technol.},
  volume       = {30},
  number       = {12},
  pages        = {17557--17587},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10639-025-13485-w},
  doi          = {10.1007/S10639-025-13485-W},
}

@article{DBLP:journals/tce/HuSFDCWW25,
  author       = {Junjie Hu and
  Danfeng Sun and
  Jin Fan and
  Junwei Dong and
  Baiping Chen and
  Huifeng Wu and
  Jia Wu},
  title        = {Extendable Multi-Device Collaborative Pipeline Parallel Inference
  in the Edge-Cloud Scenario},
  journal      = {{IEEE} Trans. Consumer Electron.},
  volume       = {71},
  number       = {2},
  pages        = {4065--4075},
  year         = {2025},
  url          = {https://doi.org/10.1109/TCE.2024.3481156},
  doi          = {10.1109/TCE.2024.3481156},
}

@article{DBLP:journals/tmm/LiuLWDZTW25,
  author       = {Tong Liu and
  Jing Li and
  Jia Wu and
  Bo Du and
  Yibing Zhan and
  Dapeng Tao and
  Jun Wan},
  title        = {Facial Expression Recognition With Heatmap Neighbor Contrastive Learning},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {27},
  pages        = {4795--4807},
  year         = {2025},
  url          = {https://doi.org/10.1109/TMM.2025.3543029},
  doi          = {10.1109/TMM.2025.3543029},
}

@article{DBLP:journals/ijon/NajafabadiCRBS25,
  author       = {Maryam Khanian Najafabadi and
  Rei{-}An Chen and
  Javad Rezazadeh and
  Amin Beheshti and
  Nasrin Shabani},
  title        = {From theory to practice: The evolution and comparative analysis of
  homogeneous vs. heterogeneous Graph Neural Networks in recommender
  systems},
  journal      = {Neurocomputing},
  volume       = {624},
  pages        = {129446},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neucom.2025.129446},
  doi          = {10.1016/J.NEUCOM.2025.129446},
}

@article{DBLP:journals/tkde/HuWQ25,
  author       = {Wenya Hu and
  Jia Wu and
  Quan Qian},
  title        = {GAFExplainer: Global View Explanation of Graph Neural Networks Through
  Attribute Augmentation and Fusion Embedding},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {37},
  number       = {5},
  pages        = {2569--2583},
  year         = {2025},
  url          = {https://doi.org/10.1109/TKDE.2025.3539989},
  doi          = {10.1109/TKDE.2025.3539989},
}

@article{DBLP:journals/nca/FanYSLCWW25,
  author       = {Jin Fan and
  Baoshun Yang and
  Danfeng Sun and
  Jie Liu and
  Qikai Chen and
  Zhipeng Wang and
  Jia Wu},
  title        = {GCINet: global convolution interaction network with a pre-trained
  reversible normalization method for long-term time series forecasting},
  journal      = {Neural Comput. Appl.},
  volume       = {37},
  number       = {5},
  pages        = {3227--3244},
  year         = {2025},
  url          = {https://doi.org/10.1007/s00521-024-10692-3},
  doi          = {10.1007/S00521-024-10692-3},
}

@article{DBLP:journals/tkde/AliRARYWS25,
  author       = {Syed Shafat Ali and
  Ajay Rastogi and
  Tarique Anwar and
  Syed Afzal Murtaza Rizvi and
  Jian Yang and
  Jia Wu and
  Quan Z. Sheng},
  title        = {Generalized Local Prominence for Source Detection in Real-World Rumor
  Networks},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {37},
  number       = {8},
  pages        = {4620--4634},
  year         = {2025},
  url          = {https://doi.org/10.1109/TKDE.2025.3567282},
  doi          = {10.1109/TKDE.2025.3567282},
}

@article{DBLP:journals/nn/LiuYGMZWHD25,
  author       = {Chuang Liu and
  Wenhang Yu and
  Kuang Gao and
  Xueqi Ma and
  Yibing Zhan and
  Jia Wu and
  Wenbin Hu and
  Bo Du},
  title        = {Graph explicit pooling for graph-level representation learning},
  journal      = {Neural Networks},
  volume       = {181},
  pages        = {106790},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neunet.2024.106790},
  doi          = {10.1016/J.NEUNET.2024.106790},
}

@article{DBLP:journals/tbd/LiuLBWCSL25,
  author       = {Tianpeng Liu and
  Jing Li and
  Amin Beheshti and
  Jia Wu and
  Jun Chang and
  Beihang Song and
  Lezhi Lian},
  title        = {{HEART:} Historically Information Embedding and Subspace Re-Weighting
  Transformer-Based Tracking},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {11},
  number       = {2},
  pages        = {566--577},
  year         = {2025},
  url          = {https://doi.org/10.1109/TBDATA.2024.3423672},
  doi          = {10.1109/TBDATA.2024.3423672},
}

@article{DBLP:journals/tors/KhanWYM25,
  author       = {Bilal Khan and
  Jia Wu and
  Jian Yang and
  Xiaoxiao Ma},
  title        = {Heterogeneous Hypergraph Neural Network for Social Recommendation
  using Attention Network},
  journal      = {Trans. Recomm. Syst.},
  volume       = {3},
  number       = {3},
  pages        = {30:1--30:22},
  year         = {2025},
  url          = {https://doi.org/10.1145/3613964},
  doi          = {10.1145/3613964},
}

@article{DBLP:journals/tbd/QiuWYSA25,
  author       = {Zitai Qiu and
  Jia Wu and
  Jian Yang and
  Xing Su and
  Charu C. Aggarwal},
  title        = {Heterogeneous Social Event Detection via Hyperbolic Graph Representations},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {11},
  number       = {1},
  pages        = {115--129},
  year         = {2025},
  url          = {https://doi.org/10.1109/TBDATA.2024.3381017},
  doi          = {10.1109/TBDATA.2024.3381017},
}

@article{DBLP:journals/nn/SuYWQ25,
  author       = {Xing Su and
  Jian Yang and
  Jia Wu and
  Zitai Qiu},
  title        = {Hy-DeFake: Hypergraph neural networks for detecting fake news in online
  social networks},
  journal      = {Neural Networks},
  volume       = {187},
  pages        = {107302},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neunet.2025.107302},
  doi          = {10.1016/J.NEUNET.2025.107302},
}

@article{DBLP:journals/tist/ZhuangZCYS25,
  author       = {Haojie Zhuang and
  Wei Zhang and
  Weitong Chen and
  Jian Yang and
  Quan Z. Sheng},
  title        = {Improving Faithfulness and Factuality with Contrastive Learning in
  Explainable Recommendation},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {16},
  number       = {1},
  pages        = {9:1--9:23},
  year         = {2025},
  url          = {https://doi.org/10.1145/3653984},
  doi          = {10.1145/3653984},
}

@article{DBLP:journals/tgrs/JiangLCQLL25,
  author       = {Shengqin Jiang and
  Haojian Long and
  Fengna Cheng and
  Yuankai Qi and
  Xiaobo Lu and
  Qingshan Liu},
  title        = {Input-Regulated Remote Sensing Counting With Region Understanding},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {63},
  pages        = {1--12},
  year         = {2025},
  url          = {https://doi.org/10.1109/TGRS.2025.3639196},
  doi          = {10.1109/TGRS.2025.3639196},
}

@article{DBLP:journals/tsc/TengLZBZMWS25,
  author       = {Meiyan Teng and
  Xin Li and
  Xuyun Zhang and
  Yanling Bu and
  Kun Zhu and
  Adnan Mahmood and
  Jie Wu and
  Quan Z. Sheng},
  title        = {Integrated Resource Allocation for Sequential Task Offloading in Edge
  Computing},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {18},
  number       = {4},
  pages        = {2115--2128},
  year         = {2025},
  url          = {https://doi.org/10.1109/TSC.2025.3589122},
  doi          = {10.1109/TSC.2025.3589122},
}

@article{DBLP:journals/tnn/LuoWYCLPZ25,
  author       = {Xuexiong Luo and
  Jia Wu and
  Jian Yang and
  Hongyang Chen and
  Zhao Li and
  Hao Peng and
  Chuan Zhou},
  title        = {Knowledge Distillation Guided Interpretable Brain Subgraph Neural
  Networks for Brain Disorder Exploration},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {36},
  number       = {2},
  pages        = {3559--3572},
  year         = {2025},
  url          = {https://doi.org/10.1109/TNNLS.2023.3341802},
  doi          = {10.1109/TNNLS.2023.3341802},
}

@article{DBLP:journals/ploscb/ChenWPLDGH25,
  author       = {Mukun Chen and
  Jia Wu and
  Shirui Pan and
  Fu Lin and
  Bo Du and
  Xiuwen Gong and
  Wenbin Hu},
  title        = {Knowledge-aware contrastive heterogeneous molecular graph learning},
  journal      = {PLoS Comput. Biol.},
  volume       = {21},
  number       = {5},
  pages        = {1013008},
  year         = {2025},
  url          = {https://doi.org/10.1371/journal.pcbi.1013008},
  doi          = {10.1371/JOURNAL.PCBI.1013008},
}

@article{DBLP:journals/isci/MengZLTL25,
  author       = {Shunmei Meng and
  Xuyun Zhang and
  Nan Liu and
  Longchuan Tu and
  Qianmu Li},
  title        = {Knowledge{\&}Social-based collaborative method with contrastive graph
  structure learning for explainable recommendation},
  journal      = {Inf. Sci.},
  volume       = {709},
  pages        = {122077},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.ins.2025.122077},
  doi          = {10.1016/J.INS.2025.122077},
}

@article{DBLP:journals/fgcs/LiMSCLZ25,
  author       = {Han Li and
  Shunmei Meng and
  Jin Sun and
  Zhicheng Cai and
  Qianmu Li and
  Xuyun Zhang},
  title        = {Multi-agent deep reinforcement learning based multi-task partial computation
  offloading in mobile edge computing},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {172},
  pages        = {107861},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.future.2025.107861},
  doi          = {10.1016/J.FUTURE.2025.107861},
}

@article{DBLP:journals/apin/ChenWPCDHX25,
  author       = {Mukun Chen and
  Jia Wu and
  Shirui Pan and
  Xiantao Cai and
  Bo Du and
  Wenbin Hu and
  Huiting Xu},
  title        = {Multi-view contrastive learning with Static attributes and Dynamic
  interests for Sequential Recommendation},
  journal      = {Appl. Intell.},
  volume       = {55},
  number       = {14},
  pages        = {955},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10489-025-06816-4},
  doi          = {10.1007/S10489-025-06816-4},
}

@article{DBLP:journals/tcss/XieMXBYFW25,
  author       = {Bingbing Xie and
  Xiaoxiao Ma and
  Shan Xue and
  Amin Beheshti and
  Jian Yang and
  Hao Fan and
  Jia Wu},
  title        = {Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network
  for Fake News Detection},
  journal      = {{IEEE} Trans. Comput. Soc. Syst.},
  volume       = {12},
  number       = {2},
  pages        = {682--694},
  year         = {2025},
  url          = {https://doi.org/10.1109/TCSS.2024.3488191},
  doi          = {10.1109/TCSS.2024.3488191},
}

@article{DBLP:journals/nn/FanYGWSQW25,
  author       = {Jin Fan and
  Jiajun Yang and
  Zhangyu Gu and
  Huifeng Wu and
  Danfeng Sun and
  Feiwei Qin and
  Jia Wu},
  title        = {Path-aware multi-scale learning for heterogeneous graph neural network},
  journal      = {Neural Networks},
  volume       = {191},
  pages        = {107743},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neunet.2025.107743},
  doi          = {10.1016/J.NEUNET.2025.107743},
}

@article{DBLP:journals/nn/FanWCWW25,
  author       = {Jin Fan and
  Wenchao Weng and
  Qikai Chen and
  Huifeng Wu and
  Jia Wu},
  title        = {PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow
  Prediction},
  journal      = {Neural Networks},
  volume       = {183},
  pages        = {106941},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neunet.2024.106941},
  doi          = {10.1016/J.NEUNET.2024.106941},
}

@article{DBLP:journals/chinaf/WangZLLLZLPXQ25,
  author       = {Fan Wang and
  Xuyun Zhang and
  Weiming Liu and
  Li Li and
  Yuwen Liu and
  Zhongyuan Zhang and
  Guanfeng Liu and
  Shengye Pang and
  Xiaolong Xu and
  Lianyong Qi},
  title        = {PerFedKG: two-stage information-loop federated knowledge graph for
  personalized privacy-preserving recommendation systems},
  journal      = {Sci. China Inf. Sci.},
  volume       = {68},
  number       = {4},
  year         = {2025},
  url          = {https://doi.org/10.1007/s11432-024-4338-4},
  doi          = {10.1007/S11432-024-4338-4},
}

@article{DBLP:journals/csur/PooshidehBQFSGS25,
  author       = {Matineh Pooshideh and
  Amin Beheshti and
  Yuankai Qi and
  Helia Farhood and
  Mike Simpson and
  Nick Gatland and
  Mehdi Soltany},
  title        = {Presentation Attack Detection: {A} Systematic Literature Review},
  journal      = {{ACM} Comput. Surv.},
  volume       = {57},
  number       = {1},
  pages        = {25:1--25:32},
  year         = {2025},
  url          = {https://doi.org/10.1145/3687264},
  doi          = {10.1145/3687264},
}

@article{DBLP:journals/kbs/HashjinABN25,
  author       = {Nastaran Mehrabi Hashjin and
  Mohammad Hussein Amiri and
  Amin Beheshti and
  Maryam Khanian Najafabadi},
  title        = {{Q2HO-MFTV:} {A} binary hippopotamus optimization algorithm for feature
  selection with a brief review of binary optimization},
  journal      = {Knowl. Based Syst.},
  volume       = {327},
  pages        = {114119},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.knosys.2025.114119},
  doi          = {10.1016/J.KNOSYS.2025.114119},
}

@article{DBLP:journals/tnn/ZhaoDBWPPYY25,
  author       = {Xusheng Zhao and
  Qiong Dai and
  Xu Bai and
  Jia Wu and
  Hao Peng and
  Huailiang Peng and
  Zhengtao Yu and
  Philip S. Yu},
  title        = {Reinforced GNNs for Multiple Instance Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {36},
  number       = {4},
  pages        = {6693--6707},
  year         = {2025},
  url          = {https://doi.org/10.1109/TNNLS.2024.3392575},
  doi          = {10.1109/TNNLS.2024.3392575},
}

@article{DBLP:journals/tkde/MaLWYXS25,
  author       = {Xiaoxiao Ma and
  Fanzhen Liu and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Quan Z. Sheng},
  title        = {Rethinking Unsupervised Graph Anomaly Detection With Deep Learning:
  Residuals and Objectives},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {37},
  number       = {2},
  pages        = {881--895},
  year         = {2025},
  url          = {https://doi.org/10.1109/TKDE.2024.3501307},
  doi          = {10.1109/TKDE.2024.3501307},
}

@article{DBLP:journals/tkde/ZengPLWLY25,
  author       = {Guangjie Zeng and
  Hao Peng and
  Angsheng Li and
  Jia Wu and
  Chunyang Liu and
  Philip S. Yu},
  title        = {Scalable Semi-Supervised Clustering via Structural Entropy With Different
  Constraints},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {37},
  number       = {1},
  pages        = {478--492},
  year         = {2025},
  url          = {https://doi.org/10.1109/TKDE.2024.3486530},
  doi          = {10.1109/TKDE.2024.3486530},
}

@article{DBLP:journals/tmm/JiangLCQL25,
  author       = {Shengqin Jiang and
  Linfei Li and
  Fengna Cheng and
  Yuankai Qi and
  Qingshan Liu},
  title        = {Self-Reflection Neural Network for Class-Incremental Object Counting},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {27},
  pages        = {8656--8667},
  year         = {2025},
  url          = {https://doi.org/10.1109/TMM.2025.3613145},
  doi          = {10.1109/TMM.2025.3613145},
}

@article{DBLP:journals/kais/HayatXY25,
  author       = {Malik Khizar Hayat and
  Shan Xue and
  Jian Yang},
  title        = {Self-supervised multi-hop heterogeneous hypergraph embedding with
  informative pooling for graph-level classification},
  journal      = {Knowl. Inf. Syst.},
  volume       = {67},
  number       = {2},
  pages        = {1945--1968},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10115-024-02259-4},
  doi          = {10.1007/S10115-024-02259-4},
}

@article{DBLP:journals/tii/JiangZQL25,
  author       = {Shengqin Jiang and
  Haokui Zhang and
  Yuankai Qi and
  Qingshan Liu},
  title        = {Spatial-Temporal Interleaved Network for Efficient Action Recognition},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {21},
  number       = {1},
  pages        = {178--187},
  year         = {2025},
  url          = {https://doi.org/10.1109/TII.2024.3450021},
  doi          = {10.1109/TII.2024.3450021},
}

@article{DBLP:journals/nn/FanCGYWW25,
  author       = {Jin Fan and
  Miao Chen and
  Zhangyu Gu and
  Jiajun Yang and
  Huifeng Wu and
  Jia Wu},
  title        = {{SSIM} over {MSE:} {A} new perspective for video anomaly detection},
  journal      = {Neural Networks},
  volume       = {185},
  pages        = {107115},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neunet.2024.107115},
  doi          = {10.1016/J.NEUNET.2024.107115},
}

@article{DBLP:journals/csur/YangZWYSXZAPHHL25,
  author       = {Zhenyu Yang and
  Ge Zhang and
  Jia Wu and
  Jian Yang and
  Quan Z. Sheng and
  Shan Xue and
  Chuan Zhou and
  Charu Aggarwal and
  Hao Peng and
  Wenbin Hu and
  Edwin R. Hancock and
  Pietro Li{\`{o}}},
  title        = {State of the Art and Potentialities of Graph-level Learning},
  journal      = {{ACM} Comput. Surv.},
  volume       = {57},
  number       = {2},
  pages        = {28:1--28:40},
  year         = {2025},
  url          = {https://doi.org/10.1145/3695863},
  doi          = {10.1145/3695863},
}

@article{DBLP:journals/nn/ChenGPWLDH25,
  author       = {Mukun Chen and
  Xiuwen Gong and
  Shirui Pan and
  Jia Wu and
  Fu Lin and
  Bo Du and
  Wenbin Hu},
  title        = {Unified Knowledge-Guided Molecular Graph Encoder with multimodal fusion
  and multi-task learning},
  journal      = {Neural Networks},
  volume       = {184},
  pages        = {107068},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neunet.2024.107068},
  doi          = {10.1016/J.NEUNET.2024.107068},
}

@inproceedings{DBLP:conf/www/AbachiNMAB25,
  author       = {Hadi Mohammadzadeh Abachi and
  Majid Namazi and
  Milad Mosharraf and
  Pooyan Asgari and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {A Competitive-Cooperative Approach to Dynamic Pricing for Two-Sided
  Hospitality Platforms},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2331--2340},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3717359},
  doi          = {10.1145/3701716.3717359},
}

@inproceedings{DBLP:conf/cikm/0026ZLD0D25,
  author       = {Zheng Li and
  Xuyun Zhang and
  Sheng Lu and
  Hua Deng and
  Hao Tian and
  Wanchun Dou},
  editor       = {Meeyoung Cha and
  Chanyoung Park and
  Noseong Park and
  Carl Yang and
  Senjuti Basu Roy and
  Jessie Li and
  Jaap Kamps and
  Kijung Shin and
  Bryan Hooi and
  Lifang He},
  title        = {A Cost-Aware Approach for Collaborating Large Language Models and
  Small Language Models},
  booktitle    = {Proceedings of the 34th {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2025, Seoul, Republic of Korea, November
  10-14, 2025},
  pages        = {1748--1757},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746252.3760990},
  doi          = {10.1145/3746252.3760990},
}

@inproceedings{DBLP:conf/nips/WuJXXZQD25,
  author       = {Siyuan Wu and
  Yongzhe Jia and
  Haolong Xiang and
  Xiaolong Xu and
  Xuyun Zhang and
  Lianyong Qi and
  Wanchun Dou},
  editor       = {Danielle Belgrave and
  Cheng Zhang and
  Laura N. Montoya and
  Hsuan{-}Tien Lin and
  Razvan Pascanu and
  Piotr Koniusz and
  Marzyeh Ghassemi and
  Nancy Chen and
  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z and
  Arturo Loaiza{-}Bonilla},
  title        = {A Fair Federated Learning Method for Handling Client Participation
  Probability Inconsistencies in Heterogeneous Environments},
  booktitle    = {Advances in Neural Information Processing Systems 38: Annual Conference
  on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago,
  CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December
  5, 2025},
  year         = {2025},
  url          = {http://papers.nips.cc/paper\_files/paper/2025/hash/dcc0ac74ac8b95dc1939804acce0317d-Abstract-Conference.html},
}

@inproceedings{DBLP:conf/www/LyuC0000B25,
  author       = {Qihua Lyu and
  Xin Cao and
  Yongsheng Yu and
  Shan Xue and
  Jian Yang and
  Jia Wu and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {A Multiagent-based Framework on RoboCup Simulation System for Enhancing
  Rescue Operation during Dynamic Disaster Environments},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {1180--1183},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715569},
  doi          = {10.1145/3701716.3715569},
}

@inproceedings{DBLP:conf/sigir/0009L0HCLZ25,
  author       = {Kai Zhu and
  Jing Li and
  Jia Wu and
  Yue He and
  Jun Chang and
  Guohao Li and
  Shuyi Zhang},
  editor       = {Nicola Ferro and
  Maria Maistro and
  Gabriella Pasi and
  Omar Alonso and
  Andrew Trotman and
  Suzan Verberne},
  title        = {Adaptive User Dynamic Interest Guidance for Generative Sequential
  Recommendation},
  booktitle    = {Proceedings of the 48th International {ACM} {SIGIR} Conference on
  Research and Development in Information Retrieval, {SIGIR} 2025, Padua,
  Italy, July 13-18, 2025},
  pages        = {1645--1654},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3726302.3729888},
  doi          = {10.1145/3726302.3729888},
}

@inproceedings{DBLP:conf/emnlp/LiuAMNPWYS25,
  author       = {Fanzhen Liu and
  Sharif Abuadbba and
  Kristen Moore and
  Surya Nepal and
  C{\'{e}}cile Paris and
  Jia Wu and
  Jian Yang and
  Quan Z. Sheng},
  editor       = {Christos Christodoulopoulos and
  Tanmoy Chakraborty and
  Carolyn Rose and
  Violet Peng},
  title        = {Adversarial Attacks Against Automated Fact-Checking: {A} Survey},
  booktitle    = {Proceedings of the 2025 Conference on Empirical Methods in Natural
  Language Processing, {EMNLP} 2025, Suzhou, China, November 4-9, 2025},
  pages        = {22968--22990},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.emnlp-main.1171},
  doi          = {10.18653/V1/2025.EMNLP-MAIN.1171},
}

@inproceedings{DBLP:conf/ijcai/ChenC0025,
  author       = {Jiameng Chen and
  Xiantao Cai and
  Jia Wu and
  Wenbin Hu},
  title        = {Antibody Design and Optimization with Multi-scale Equivariant Graph
  Diffusion Models for Accurate Complex Antigen Binding},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {2722--2730},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/303},
  doi          = {10.24963/IJCAI.2025/303},
}

@inproceedings{DBLP:conf/ijcai/LiQ00DCZBZ25,
  author       = {Haodong Li and
  Lianyong Qi and
  Weiming Liu and
  Xiaolong Xu and
  Wanchun Dou and
  Yang Cao and
  Xuyun Zhang and
  Amin Beheshti and
  Xiaokang Zhou},
  title        = {Balancing User-Item Structure and Interaction with Large Language
  Models and Optimal Transport for Multimedia Recommendation},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {3027--3035},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/337},
  doi          = {10.24963/IJCAI.2025/337},
}

@inproceedings{DBLP:conf/mm/SongQ000H0ZB25,
  author       = {Te Song and
  Lianyong Qi and
  Weiming Liu and
  Fan Wang and
  Xiaolong Xu and
  Hongsheng Hu and
  Yang Cao and
  Xuyun Zhang and
  Amin Beheshti},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {Boosting Guided Diffusion with Large Language Models for Multimodal
  Sequential Recommendation},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {6203--6212},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3755544},
  doi          = {10.1145/3746027.3755544},
}

@inproceedings{DBLP:conf/mm/BaoX0OBSHQ25,
  author       = {Shifeng Bao and
  Zhe Xue and
  Qi Chen and
  Shilong Ou and
  Amin Beheshti and
  Quan Z. Sheng and
  Anton van den Hengel and
  Yuankai Qi},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {CausalMVC: Causal Content-Style Representation Learning for Deep Multi-View
  Clustering},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {1598--1606},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3755277},
  doi          = {10.1145/3746027.3755277},
}

@inproceedings{DBLP:conf/www/Lin0SZ00ZZ025,
  author       = {Xixun Lin and
  Yanan Cao and
  Nan Sun and
  Lixin Zou and
  Chuan Zhou and
  Peng Zhang and
  Shuai Zhang and
  Ge Zhang and
  Jia Wu},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {Conformal Graph-level Out-of-distribution Detection with Adaptive
  Data Augmentation},
  booktitle    = {Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025, Sydney,
  NSW, Australia, 28 April 2025- 2 May 2025},
  pages        = {4755--4765},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3696410.3714879},
  doi          = {10.1145/3696410.3714879},
}

@inproceedings{DBLP:conf/aaai/MeiZCZZ25,
  author       = {Jian{-}Ping Mei and
  Weibin Zhang and
  Jie Chen and
  Xuyun Zhang and
  Tiantian Zhu},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {Defense Against Model Stealing Based on Account-Aware Distribution
  Discrepancy},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {604--611},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i1.32041},
  doi          = {10.1609/AAAI.V39I1.32041},
}

@inproceedings{DBLP:conf/persuasive/VitaleBTBXSY25,
  author       = {Jonathan Vitale and
  Shlomo Berkovsky and
  Shun Takeuchi and
  Amin Beheshti and
  Kexuan Xin and
  Junya Saito and
  Sosuke Yamao},
  editor       = {Khin Than Win and
  Raian Ali and
  Evangelos Karapanos and
  George A. Papadopoulos and
  Kiemute Oyibo and
  Elena Vlahu{-}Gjorgievska},
  title        = {Design of a Personalised {AI} Coaching Assistant for Occupational
  Health and Safety},
  booktitle    = {Persuasive Technology - 20th International Conference, {PERSUASIVE}
  2025, Limassol, Cyprus, May 5-7, 2025, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {15711},
  pages        = {3--17},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-3-031-94959-3\_1},
  doi          = {10.1007/978-3-031-94959-3\_1},
}

@inproceedings{DBLP:conf/aaai/GongGZ00XBZQ25,
  author       = {Wenwen Gong and
  Yangliao Geng and
  Dan Zhang and
  Yifan Zhu and
  Xiaolong Xu and
  Haolong Xiang and
  Amin Beheshti and
  Xuyun Zhang and
  Lianyong Qi},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {DivGCL: {A} Graph Contrastive Learning Model for Diverse Recommendation},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {16853--16861},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i16.33852},
  doi          = {10.1609/AAAI.V39I16.33852},
}

@inproceedings{DBLP:conf/icml/0001ZX0ZQD25,
  author       = {Xiaolong Xu and
  Yibo Zhou and
  Haolong Xiang and
  Xiaoyong Li and
  Xuyun Zhang and
  Lianyong Qi and
  Wanchun Dou},
  editor       = {Aarti Singh and
  Maryam Fazel and
  Daniel Hsu and
  Simon Lacoste{-}Julien and
  Felix Berkenkamp and
  Tegan Maharaj and
  Kiri Wagstaff and
  Jerry Zhu},
  title        = {DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced
  Hybrid Prompt Tuning},
  booktitle    = {Forty-second International Conference on Machine Learning, {ICML}
  2025, Vancouver, BC, Canada, July 13-19, 2025},
  series       = {Proceedings of Machine Learning Research},
  volume       = {267},
  publisher    = {{PMLR} / OpenReview.net},
  year         = {2025},
  url          = {https://proceedings.mlr.press/v267/xu25am.html},
}

@inproceedings{DBLP:conf/aaai/RongXPL0025,
  author       = {Nian Rong and
  Fei Xiong and
  Shirui Pan and
  Guixun Luo and
  Jia Wu and
  Liang Wang},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {Domain-Level Disentanglement Framework Based on Information Enhancement
  for Cross-Domain Cold-Start Recommendation},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {12488--12496},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i12.33361},
  doi          = {10.1609/AAAI.V39I12.33361},
}

@inproceedings{DBLP:conf/dasfaa/ZhouGLLZLHLZL25,
  author       = {Siwei Zhou and
  Yongchun Gu and
  Zhao Li and
  Yangzhen Li and
  Chengxiang Zhu and
  Xuanwu Liu and
  Jiaming Huang and
  Ming Li and
  Xuyun Zhang and
  Minglu Li},
  editor       = {Feida Zhu and
  Philip S. Yu and
  Akiyo Nadamoto and
  Ee{-}Peng Lim and
  Kyuseok Shim and
  Wei Ding and
  Bingxue Zhang},
  title        = {eBASE: Real-Time Battery Swap Recommendation System for eBike Users},
  booktitle    = {Database Systems for Advanced Applications - 30th International Conference,
  {DASFAA} 2025, Singapore, Singapore, May 26-29, 2025, Proceedings,
  Part {VI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15991},
  pages        = {492--496},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-95-4158-4\_38},
  doi          = {10.1007/978-981-95-4158-4\_38},
}

@inproceedings{DBLP:conf/cvpr/0001P0QPH0H25,
  author       = {Gaoxiang Cong and
  Jiadong Pan and
  Liang Li and
  Yuankai Qi and
  Yuxin Peng and
  Anton van den Hengel and
  Jian Yang and
  Qingming Huang},
  title        = {EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
  pages        = {15863--15873},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2025},
  url          = {https://openaccess.thecvf.com/content/CVPR2025/html/Cong\_EmoDubber\_Towards\_High\_Quality\_and\_Emotion\_Controllable\_Movie\_Dubbing\_\_CVPR\_2025\_paper.html},
  doi          = {10.1109/CVPR52734.2025.01479},
}

@inproceedings{DBLP:conf/ijcai/Xiang0WZ0ZB025,
  author       = {Haolong Xiang and
  Xiaolong Xu and
  Guangdong Wang and
  Xuyun Zhang and
  Xiaoyong Li and
  Qi Zhang and
  Amin Beheshti and
  Wei Fan},
  title        = {Empowering Multimodal Road Traffic Profiling with Vision Language
  Models and Frequency Spectrum Fusion},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {2694--2702},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/300},
  doi          = {10.24963/IJCAI.2025/300},
}

@inproceedings{DBLP:conf/www/MaQ0D00Y25,
  author       = {Congbo Ma and
  Zitai Qiu and
  Hu Wang and
  Jing Du and
  Shan Xue and
  Jia Wu and
  Jian Yang},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {Enhanced Social Event Detection through Dynamically Weighted Meta-Paths
  Modeling},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {1184--1188},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715480},
  doi          = {10.1145/3701716.3715480},
}

@inproceedings{DBLP:conf/aaai/SongQ000ZBZD25,
  author       = {Te Song and
  Lianyong Qi and
  Weiming Liu and
  Fan Wang and
  Xiaolong Xu and
  Xuyun Zhang and
  Amin Beheshti and
  Xiaokang Zhou and
  Wanchun Dou},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {Enhancing Diffusion Model with Auxiliary Information Mining-Exploration
  and Efficient Sampling Mechanism for Sequential Recommendation},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {12568--12576},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i12.33370},
  doi          = {10.1609/AAAI.V39I12.33370},
}

@inproceedings{DBLP:conf/ijcnn/ZengYSWH25,
  author       = {Junqi Zeng and
  Zelin Yao and
  Pengyang Song and
  Jia Wu and
  Wenbin Hu},
  title        = {Enhancing Template-Free Retrosynthesis Prediction with Cross-Modal
  Fine-Grained Contrastive Learning},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2025, Rome,
  Italy, June 30 - July 5, 2025},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/IJCNN64981.2025.11228878},
  doi          = {10.1109/IJCNN64981.2025.11228878},
}

@inproceedings{DBLP:conf/smc/XieHLWZZ25,
  author       = {Zhaorong Xie and
  Chanying Huang and
  Qianmu Li and
  Rui Wang and
  Jing Zhang and
  Xuyun Zhang},
  title        = {Enhancing the Transferability of Adversarial Attacks with Majority-Vote},
  booktitle    = {{IEEE} International Conference on Systems, Man, and Cybernetics,
  {SMC} 2025, Vienna, Austria, October 5-8, 2025},
  pages        = {1597--1603},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/SMC58881.2025.11343387},
  doi          = {10.1109/SMC58881.2025.11343387},
}

@inproceedings{DBLP:conf/acl/MaW000QL0N25,
  author       = {Congbo Ma and
  Yuxia Wang and
  Jia Wu and
  Jian Yang and
  Jing Du and
  Zitai Qiu and
  Qing Li and
  Hu Wang and
  Preslav Nakov},
  editor       = {Wanxiang Che and
  Joyce Nabende and
  Ekaterina Shutova and
  Mohammad Taher Pilehvar},
  title        = {Explicit and Implicit Data Augmentation for Social Event Detection},
  booktitle    = {Proceedings of the 63rd Annual Meeting of the Association for Computational
  Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
  July 27 - August 1, 2025},
  pages        = {8402--8415},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.acl-long.412},
  doi          = {10.18653/V1/2025.ACL-LONG.412},
}

@inproceedings{DBLP:conf/ijcai/WangYJXH00W025,
  author       = {Yuxiang Wang and
  Xiao Yan and
  Shiyu Jin and
  Quanqing Xu and
  Chuang Hu and
  Yuanyuan Zhu and
  Bo Du and
  Jia Wu and
  Jiawei Jiang},
  title        = {Exploiting Text Semantics for Few and Zero Shot Node Classification
  on Text-attributed Graph},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {3462--3470},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/385},
  doi          = {10.24963/IJCAI.2025/385},
}

@inproceedings{DBLP:conf/dicta/YadavLQ25,
  author       = {Ankit Yadav and
  Lingqiao Liu and
  Yuankai Qi},
  title        = {Exploring Primitive Visual Measurement Understanding and the Role
  of Output Format in Learning in Vision-Language Models},
  booktitle    = {International Conference on Digital Image Computing: Techniques and
  Applications, {DICTA} 2025, Adelaide, Australia, December 3-5, 2025},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/DICTA68720.2025.11302429},
  doi          = {10.1109/DICTA68720.2025.11302429},
}

@inproceedings{DBLP:conf/pakdd/ShakeriZBCYY25,
  author       = {Ali Shakeri and
  Wei Emma Zhang and
  Amin Beheshti and
  Weitong Chen and
  Jian Yang and
  Lishan Yang},
  editor       = {Xintao Wu and
  Myra Spiliopoulou and
  Can Wang and
  Vipin Kumar and
  Longbing Cao and
  Yanqiu Wu and
  Yu Yao and
  Zhangkai Wu},
  title        = {FedDPG: An Adaptive Yet Efficient Prompt-Tuning Approach in Federated
  Learning Settings},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia
  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2025, Sydney,
  NSW, Australia, June 10-13, 2025, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15874},
  pages        = {40--51},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-96-8186-0\_4},
  doi          = {10.1007/978-981-96-8186-0\_4},
}

@inproceedings{DBLP:conf/ijcai/MukhtiarMZ0TS25,
  author       = {Noorain Mukhtiar and
  Adnan Mahmood and
  Yipeng Zhou and
  Jian Yang and
  Jing Teng and
  Quan Z. Sheng},
  title        = {Federated Learning at the Forefront of Fairness: {A} Multifaceted
  Perspective},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {10603--10611},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/1177},
  doi          = {10.24963/IJCAI.2025/1177},
}

@inproceedings{DBLP:conf/ijcai/LyuZHWHQ25,
  author       = {Hongyi Lyu and
  Xuyun Zhang and
  Hongsheng Hu and
  Shuo Wang and
  Chaoxiang He and
  Lianyong Qi},
  title        = {Fine-Grained and Efficient Self-Unlearning with Layered Iteration},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {7643--7651},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/850},
  doi          = {10.24963/IJCAI.2025/850},
}

@inproceedings{DBLP:conf/mm/00010PZBHQH25,
  author       = {Gaoxiang Cong and
  Liang Li and
  Jiadong Pan and
  Zhedong Zhang and
  Amin Beheshti and
  Anton van den Hengel and
  Yuankai Qi and
  Qingming Huang},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and
  Flow Matching based Voice Enhancing},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {905--914},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3754734},
  doi          = {10.1145/3746027.3754734},
}

@inproceedings{DBLP:conf/icws/ZhangZSWZ25,
  author       = {Zhaoyang Zhang and
  Yang Zhang and
  Quan Z. Sheng and
  Jia Wu and
  Yaolin Zhou},
  editor       = {Rong N. Chang and
  Carl K. Chang and
  Jingwei Yang and
  Nimanthi Atukorala and
  Dan Chen and
  Sumi Helal and
  Sasu Tarkoma and
  Qiang He and
  Tevfik Kosar and
  Claudio A. Ardagna and
  Amin Beheshti and
  Bo Cheng and
  Walid Gaaloul},
  title        = {From Dispersed Records to Structured Knowledge: {A} Graph-based Knowledge
  Modeling Framework for Archival Resources},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2025, Helsinki,
  Finland, July 7-12, 2025},
  pages        = {1053--1063},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICWS67624.2025.00137},
  doi          = {10.1109/ICWS67624.2025.00137},
}

@inproceedings{DBLP:conf/aaai/ZhangXM0DOF0Q25,
  author       = {Tianlong Zhang and
  Zhe Xue and
  Adnan Mahmood and
  Junping Du and
  Yuchen Dong and
  Shilong Ou and
  Lang Feng and
  Ming{-}Hsuan Yang and
  Yuankai Qi},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal
  Retrieval},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {22569--22577},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i21.34415},
  doi          = {10.1609/AAAI.V39I21.34415},
}

@inproceedings{DBLP:conf/kdd/00040000B0S25,
  author       = {Zhenyu Yang and
  Ge Zhang and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Amin Beheshti and
  Hao Peng and
  Quan Z. Sheng},
  editor       = {Luiza Antonie and
  Jian Pei and
  Xiaohui Yu and
  Flavio Chierichetti and
  Hady W. Lauw and
  Yizhou Sun and
  Srinivasan Parthasarathy},
  title        = {Global Interpretable Graph-level Anomaly Detection via Prototype},
  booktitle    = {Proceedings of the 31st {ACM} {SIGKDD} Conference on Knowledge Discovery
  and Data Mining, V.2, {KDD} 2025, Toronto ON, Canada, August 3-7,
  2025},
  pages        = {3586--3597},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3711896.3736983},
  doi          = {10.1145/3711896.3736983},
}

@inproceedings{DBLP:conf/icws/LiXZCWDH25,
  author       = {Kun Li and
  Yida Xiong and
  Hongzhi Zhang and
  Xiantao Cai and
  Jia Wu and
  Bo Du and
  Wenbin Hu},
  editor       = {Rong N. Chang and
  Carl K. Chang and
  Jingwei Yang and
  Nimanthi Atukorala and
  Dan Chen and
  Sumi Helal and
  Sasu Tarkoma and
  Qiang He and
  Tevfik Kosar and
  Claudio A. Ardagna and
  Amin Beheshti and
  Bo Cheng and
  Walid Gaaloul},
  title        = {Graph-Structured Small Molecule Drug Discovery Through Deep Learning:
  Progress, Challenges, and Opportunities},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2025, Helsinki,
  Finland, July 7-12, 2025},
  pages        = {1033--1042},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICWS67624.2025.00135},
  doi          = {10.1109/ICWS67624.2025.00135},
}

@inproceedings{DBLP:conf/icws/RezaeiRB25,
  author       = {Hirad Baradaran Rezaei and
  Fethi Rabhi and
  Amin Beheshti},
  editor       = {Rong N. Chang and
  Carl K. Chang and
  Jingwei Yang and
  Nimanthi Atukorala and
  Dan Chen and
  Sumi Helal and
  Sasu Tarkoma and
  Qiang He and
  Tevfik Kosar and
  Claudio A. Ardagna and
  Amin Beheshti and
  Bo Cheng and
  Walid Gaaloul},
  title        = {GWise: {A} Graph-Structured Multi-Agent Framework for Service-Oriented
  and Generative-AI-Enabled Financial Trading Analytics},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2025, Helsinki,
  Finland, July 7-12, 2025},
  pages        = {1043--1052},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICWS67624.2025.00136},
  doi          = {10.1109/ICWS67624.2025.00136},
}

@inproceedings{DBLP:conf/www/ZhuXB25,
  author       = {Zihan Zhu and
  Qiongkai Xu and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {{HEAL:} Healthcare Emergency Assistants Leveraging Large Language
  Models},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2959--2962},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715181},
  doi          = {10.1145/3701716.3715181},
}

@inproceedings{DBLP:conf/icic/BaoXOBQ25,
  author       = {Shifeng Bao and
  Zhe Xue and
  Shilong Ou and
  Amin Beheshti and
  Yuankai Qi},
  editor       = {De{-}Shuang Huang and
  Qinhu Zhang and
  Chuanlei Zhang and
  Wei Chen},
  title        = {Hierarchical Prompt-Guided Alignment for Multi-view Clustering},
  booktitle    = {Advanced Intelligent Computing Technology and Applications - 21st
  International Conference, {ICIC} 2025, Ningbo, China, July 26-29,
  2025, Proceedings, Part {XII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15853},
  pages        = {475--486},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-96-9894-3\_39},
  doi          = {10.1007/978-981-96-9894-3\_39},
}

@inproceedings{DBLP:conf/sdm/Xie0LZW0LY25,
  author       = {Minhui Xie and
  Hao Peng and
  Pu Li and
  Guangjie Zeng and
  Shuhai Wang and
  Jia Wu and
  Peng Li and
  Philip S. Yu},
  editor       = {Vagelis Papalexakis and
  Matteo Riondato and
  Elena Zheleva and
  Tim Weninger and
  Wei Ding},
  title        = {Hierarchical Superpixel Segmentation via Structural Information Theory},
  booktitle    = {Proceedings of the 2025 {SIAM} International Conference on Data Mining,
  {SDM} 2025, Alexandria, VA, USA, May 1-3, 2025},
  pages        = {242--251},
  publisher    = {{SIAM}},
  year         = {2025},
  url          = {https://doi.org/10.1137/1.9781611978520.23},
  doi          = {10.1137/1.9781611978520.23},
}

@inproceedings{DBLP:conf/nips/XuZXZSHQ25,
  author       = {Xiaolong Xu and
  Xudong Zhao and
  Haolong Xiang and
  Xuyun Zhang and
  Wei Shen and
  Hongsheng Hu and
  Lianyong Qi},
  editor       = {Danielle Belgrave and
  Cheng Zhang and
  Laura N. Montoya and
  Hsuan{-}Tien Lin and
  Razvan Pascanu and
  Piotr Koniusz and
  Marzyeh Ghassemi and
  Nancy Chen and
  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z and
  Arturo Loaiza{-}Bonilla},
  title        = {HPSERec: {A} Hierarchical Partitioning and Stepwise Enhancement Framework
  for Long-tailed Sequential Recommendation},
  booktitle    = {Advances in Neural Information Processing Systems 38: Annual Conference
  on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago,
  CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December
  5, 2025},
  year         = {2025},
  url          = {http://papers.nips.cc/paper\_files/paper/2025/hash/a6b3466b787dbfc4fadd9a611c9ee40b-Abstract-Conference.html},
}

@inproceedings{DBLP:conf/cikm/ZhangQ0ZXXXZ0025,
  author       = {Dejiang Zhang and
  Lianyong Qi and
  Yuwen Liu and
  Xucheng Zhou and
  Jianye Xie and
  Haolong Xiang and
  Xiaolong Xu and
  Xuyun Zhang and
  Yang Cao and
  Yang Zhang},
  editor       = {Meeyoung Cha and
  Chanyoung Park and
  Noseong Park and
  Carl Yang and
  Senjuti Basu Roy and
  Jessie Li and
  Jaap Kamps and
  Kijung Shin and
  Bryan Hooi and
  Lifang He},
  title        = {HRCformer: Hierarchical Recursive Convolution-Transformer with Multi-Scale
  Adaptive Recalibration for Time Series Forecasting},
  booktitle    = {Proceedings of the 34th {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2025, Seoul, Republic of Korea, November
  10-14, 2025},
  pages        = {4076--4085},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746252.3761308},
  doi          = {10.1145/3746252.3761308},
}

@inproceedings{DBLP:conf/www/LiuQM0W0ZDZB25,
  author       = {Yuwen Liu and
  Lianyong Qi and
  Xingyuan Mao and
  Weiming Liu and
  Fan Wang and
  Xiaolong Xu and
  Xuyun Zhang and
  Wanchun Dou and
  Xiaokang Zhou and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {Hyperbolic Variational Graph Auto-Encoder for Next {POI} Recommendation},
  booktitle    = {Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025, Sydney,
  NSW, Australia, 28 April 2025- 2 May 2025},
  pages        = {3267--3275},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3696410.3714804},
  doi          = {10.1145/3696410.3714804},
}

@inproceedings{DBLP:conf/adma/ZhangMZLZ25,
  author       = {Yu Zhang and
  Shunmei Meng and
  Jielong Zhou and
  Qianmu Li and
  Xuyun Zhang},
  editor       = {Masatoshi Yoshikawa and
  Xiaofeng Meng and
  Yang Cao and
  Chuan Xiao and
  Weitong Chen and
  Yanda Wang},
  title        = {Hypergraph Disentangling and Cross-Level Contrastive Learning for
  Recommendation},
  booktitle    = {Advanced Data Mining and Applications - 21st International Conference,
  {ADMA} 2025, Kyoto, Japan, October 22-24, 2025, Proceedings, Part
  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {16198},
  pages        = {333--347},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-95-3456-2\_23},
  doi          = {10.1007/978-981-95-3456-2\_23},
}

@inproceedings{DBLP:conf/enase/MaamarBRBR25,
  author       = {Zakaria Maamar and
  Amel Benna and
  Hirad Baradaran Rezaei and
  Amin Beheshti and
  Fethi Rabhi},
  editor       = {Mike Mannion and
  Tomi M{\"{a}}nnist{\"{o}} and
  Leszek A. Maciaszek},
  title        = {Impact of Business Process Masking on Organizations' Policies},
  booktitle    = {Proceedings of the 20th International Conference on Evaluation of
  Novel Approaches to Software Engineering, {ENASE} 2025, Porto, Portugal,
  April 4-6, 2025},
  pages        = {359--366},
  publisher    = {{SCITEPRESS}},
  year         = {2025},
  url          = {https://doi.org/10.5220/0013170700003928},
  doi          = {10.5220/0013170700003928},
}

@inproceedings{DBLP:conf/aaai/OuXQ0LWZBQ25,
  author       = {Shilong Ou and
  Zhe Xue and
  Lixiong Qin and
  Yawen Li and
  Meiyu Liang and
  Junjiang Wu and
  Xuyun Zhang and
  Amin Beheshti and
  Yuankai Qi},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {Incomplete Multi-View Multi-Label Classification via Diffusion-Guided
  Redundancy Removal},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {19758--19766},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i18.34176},
  doi          = {10.1609/AAAI.V39I18.34176},
}

@inproceedings{DBLP:conf/www/YuanTLKRDYN25,
  author       = {Yingqing Yuan and
  Linwei Tao and
  Haohui Lu and
  Matloob Khushi and
  Imran Razzak and
  Mark Dras and
  Jian Yang and
  Usman Naseem},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {{KG-UQ:} Knowledge Graph-Based Uncertainty Quantification for Long
  Text in Large Language Models},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2071--2077},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3717660},
  doi          = {10.1145/3701716.3717660},
}

@inproceedings{DBLP:conf/icmcs/WangQAYLZ25,
  author       = {Zeyu Wang and
  Yuankai Qi and
  Dong An and
  Xu Yang and
  Hongxin Li and
  Zhaoxiang Zhang},
  title        = {Language-Conditioned Waypoint Predictor for Continuous Vision-and-Language
  Navigation},
  booktitle    = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2025,
  Nantes, France, June 30 - July 4, 2025},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICME59968.2025.11209085},
  doi          = {10.1109/ICME59968.2025.11209085},
}

@inproceedings{DBLP:conf/icws/GeMZQXZ25,
  author       = {Shiqi Ge and
  Shunmei Meng and
  Jielong Zhou and
  Lianyong Qi and
  Xiaolong Xu and
  Xuyun Zhang},
  editor       = {Rong N. Chang and
  Carl K. Chang and
  Jingwei Yang and
  Nimanthi Atukorala and
  Dan Chen and
  Sumi Helal and
  Sasu Tarkoma and
  Qiang He and
  Tevfik Kosar and
  Claudio A. Ardagna and
  Amin Beheshti and
  Bo Cheng and
  Walid Gaaloul},
  title        = {{LLMGCL:} Graph Contrastive Learning with Large Language Models for
  Recommendation},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2025, Helsinki,
  Finland, July 7-12, 2025},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICWS67624.2025.00016},
  doi          = {10.1109/ICWS67624.2025.00016},
}

@inproceedings{DBLP:conf/www/NaseemRKB0D25,
  author       = {Usman Naseem and
  Junaid Rashid and
  Jungeun Kim and
  Amin Beheshti and
  Jian Yang and
  Mark Dras},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {LLMs as Historical Actors: How {AI} Systems Influence the Web's Evolution},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {841--844},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3716842},
  doi          = {10.1145/3701716.3716842},
}

@inproceedings{DBLP:conf/cvpr/ChenXLLWHQ25,
  author       = {Liang Chen and
  Zhe Xue and
  Yawen Li and
  Meiyu Liang and
  Yan Wang and
  Anton van den Hengel and
  Yuankai Qi},
  title        = {Medusa: {A} Multi-Scale High-order Contrastive Dual-Diffusion Approach
  for Multi-View Clustering},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
  pages        = {10295--10304},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2025},
  url          = {https://openaccess.thecvf.com/content/CVPR2025/html/Chen\_Medusa\_A\_Multi-Scale\_High-order\_Contrastive\_Dual-Diffusion\_Approach\_for\_Multi-View\_Clustering\_CVPR\_2025\_paper.html},
  doi          = {10.1109/CVPR52734.2025.00963},
}

@inproceedings{DBLP:conf/cikm/AbachiBMAN25,
  author       = {Hadi Mohammadzadeh Abachi and
  Amin Beheshti and
  Milad Mosharraf and
  Pooyan Asgari and
  Majid Namazi},
  editor       = {Meeyoung Cha and
  Chanyoung Park and
  Noseong Park and
  Carl Yang and
  Senjuti Basu Roy and
  Jessie Li and
  Jaap Kamps and
  Kijung Shin and
  Bryan Hooi and
  Lifang He},
  title        = {Next-Generation Price Recommendation with LLM-Augmented Graph Transformers},
  booktitle    = {Proceedings of the 34th {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2025, Seoul, Republic of Korea, November
  10-14, 2025},
  pages        = {5939--5946},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746252.3761552},
  doi          = {10.1145/3746252.3761552},
}

@inproceedings{DBLP:conf/aaai/0001ZX0ZQD25,
  author       = {Xiaolong Xu and
  Yibo Zhou and
  Haolong Xiang and
  Xiaoyong Li and
  Xuyun Zhang and
  Lianyong Qi and
  Wanchun Dou},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {{NLGT:} Neighborhood-based and Label-enhanced Graph Transformer Framework
  for Node Classification},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {12954--12962},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i12.33413},
  doi          = {10.1609/AAAI.V39I12.33413},
}

@inproceedings{DBLP:conf/wise/AfzoonANB25,
  author       = {Saleh Afzoon and
  MohammadHossein Ahmadi and
  Usman Naseem and
  Amin Beheshti},
  editor       = {Irfan Awan and
  Muhammad Younas and
  Yanchun Zhang and
  Mahmoud Barhamgi and
  Hua Wang},
  title        = {PersoDPO: Scalable Preference Optimization for Instruction-Adherent,
  Persona-Grounded Dialogue via Multi-LLM Evaluation},
  booktitle    = {Web Information Systems Engineering - {WISE} 2025 - 26th International
  Conference, Marrakech, Morocco, December 15-17, 2025, Proceedings,
  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {16368},
  pages        = {476--486},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-95-7251-9\_32},
  doi          = {10.1007/978-981-95-7251-9\_32},
}

@inproceedings{DBLP:conf/www/RezaeiRB25,
  author       = {Hirad Baradaran Rezaei and
  Fethi Rabhi and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {PipeMind: Toward a Multi-Agent Framework for Real-Time Feedback and
  Continuous Optimization in Analytics Pipelines},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2891--2894},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715193},
  doi          = {10.1145/3701716.3715193},
}

@inproceedings{DBLP:conf/icml/Zhang00Z0D025,
  author       = {Chuheng Zhang and
  Wei Shen and
  Li Zhao and
  Xuyun Zhang and
  Xiaolong Xu and
  Wanchun Dou and
  Jiang Bian},
  editor       = {Aarti Singh and
  Maryam Fazel and
  Daniel Hsu and
  Simon Lacoste{-}Julien and
  Felix Berkenkamp and
  Tegan Maharaj and
  Kiri Wagstaff and
  Jerry Zhu},
  title        = {Policy Filtration for {RLHF} to Mitigate Noise in Reward Models},
  booktitle    = {Forty-second International Conference on Machine Learning, {ICML}
  2025, Vancouver, BC, Canada, July 13-19, 2025},
  series       = {Proceedings of Machine Learning Research},
  volume       = {267},
  publisher    = {{PMLR} / OpenReview.net},
  year         = {2025},
  url          = {https://proceedings.mlr.press/v267/zhang25bq.html},
}

@inproceedings{DBLP:conf/cvpr/Zhang00LHQ25,
  author       = {Zhedong Zhang and
  Liang Li and
  Chenggang Yan and
  Chunshan Liu and
  Anton van den Hengel and
  Yuankai Qi},
  title        = {Prosody-Enhanced Acoustic Pre-training and Acoustic-Disentangled Prosody
  Adapting for Movie Dubbing},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
  pages        = {172--182},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2025},
  url          = {https://openaccess.thecvf.com/content/CVPR2025/html/Zhang\_Prosody-Enhanced\_Acoustic\_Pre-training\_and\_Acoustic-Disentangled\_Prosody\_Adapting\_for\_Movie\_Dubbing\_CVPR\_2025\_paper.html},
  doi          = {10.1109/CVPR52734.2025.00025},
}

@inproceedings{DBLP:conf/mm/GuoZWZZXM025,
  author       = {Yongan Guo and
  Zhongyan Zhou and
  Yuao Wang and
  Na Zhu and
  Xuyun Zhang and
  Hongwang Xiao and
  Yuan Miao and
  Bo Li},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {RSFomer: Time Series Transformer for Robust Sports Action Recognition},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {9100--9109},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3754807},
  doi          = {10.1145/3746027.3754807},
}

@inproceedings{DBLP:conf/mm/ZhaoLQB0SQH25,
  author       = {Yiming Zhao and
  Guorong Li and
  Laiyun Qing and
  Amin Beheshti and
  Jian Yang and
  Quan Z. Sheng and
  Yuankai Qi and
  Qingming Huang},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {{SDVPT:} Semantic-Driven Visual Prompt Tuning for Open-world Object
  Counting},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {5413--5421},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3754581},
  doi          = {10.1145/3746027.3754581},
}

@inproceedings{DBLP:conf/iccv/HuyHXQCNTPHLTVP25,
  author       = {Ta Duc Huy and
  Duy Anh Huynh and
  Yutong Xie and
  Yuankai Qi and
  Qi Chen and
  Phi Le Nguyen and
  Sen Kim Tran and
  Son Lam Phung and
  Anton van den Hengel and
  Zhibin Liao and
  Minh{-}Son To and
  Johan W. Verjans and
  Vu Minh Hieu Phan},
  title        = {Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical
  Visual Grounding},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2025,
  Honolulu, HI, USA, October 19-25, 2025},
  pages        = {24445--24455},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICCV51701.2025.02266},
  doi          = {10.1109/ICCV51701.2025.02266},
}

@inproceedings{DBLP:conf/wsdm/Hayat00K025,
  author       = {Malik Khizar Hayat and
  Shan Xue and
  Jia Wu and
  Bilal Khan and
  Jian Yang},
  editor       = {Wolfgang Nejdl and
  S{\"{o}}ren Auer and
  Meeyoung Cha and
  Marie{-}Francine Moens and
  Marc Najork},
  title        = {Self-supervised Time-aware Heterogeneous Hypergraph Learning for Dynamic
  Graph-level Classification},
  booktitle    = {Proceedings of the Eighteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2025, Hannover, Germany, March 10-14,
  2025},
  pages        = {213--221},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701551.3703504},
  doi          = {10.1145/3701551.3703504},
}

@inproceedings{DBLP:conf/cvpr/YangT00QHH25,
  author       = {Zhen Yang and
  Zhuo Tao and
  Qi Chen and
  Liang Li and
  Yuankai Qi and
  Anton van den Hengel and
  Qingming Huang},
  title        = {Separation of Powers: On Segregating Knowledge from Observation in
  LLM-enabled Knowledge-based Visual Question Answering},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
  pages        = {24753--24762},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2025},
  url          = {https://openaccess.thecvf.com/content/CVPR2025/html/Yang\_Separation\_of\_Powers\_On\_Segregating\_Knowledge\_from\_Observation\_in\_LLM-enabled\_CVPR\_2025\_paper.html},
  doi          = {10.1109/CVPR52734.2025.02305},
}

@inproceedings{DBLP:conf/apweb/GuanMLZ25,
  author       = {Qixin Guan and
  Shunmei Meng and
  Qianmu Li and
  Xuyun Zhang},
  editor       = {Jiajia Li and
  Richard Chbeir and
  Lei Li and
  Chuanyu Zong and
  Yanfeng Zhang and
  Mengxuan Zhang},
  title        = {Shilling Attacks on GNN-Based Recommender Systems with Graph Contrastive
  Learning},
  booktitle    = {Web and Big Data - 9th International Joint Conference, APWeb-WAIM
  2025, Shenyang, China, August 28-30, 2025, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {16115},
  pages        = {581--595},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-95-5719-6\_37},
  doi          = {10.1007/978-981-95-5719-6\_37},
}

@inproceedings{DBLP:conf/ijcai/Wang0WDL0W25,
  author       = {Yiming Wang and
  Hao Peng and
  Senzhang Wang and
  Haohua Du and
  Chunyang Liu and
  Jia Wu and
  Guanlin Wu},
  title        = {STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {3435--3443},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/382},
  doi          = {10.24963/IJCAI.2025/382},
}

@inproceedings{DBLP:conf/cikm/ShabaniBQHF025,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Yuankai Qi and
  Venus Haghighi and
  Jin Foo and
  Jia Wu},
  editor       = {Meeyoung Cha and
  Chanyoung Park and
  Noseong Park and
  Carl Yang and
  Senjuti Basu Roy and
  Jessie Li and
  Jaap Kamps and
  Kijung Shin and
  Bryan Hooi and
  Lifang He},
  title        = {{STGS:} Spatio-temporal Graph Sparsification Using Reinforcement Learning},
  booktitle    = {Proceedings of the 34th {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2025, Seoul, Republic of Korea, November
  10-14, 2025},
  pages        = {2546--2555},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746252.3761107},
  doi          = {10.1145/3746252.3761107},
}

@inproceedings{DBLP:conf/acl/QiuM0025,
  author       = {Zitai Qiu and
  Congbo Ma and
  Jia Wu and
  Jian Yang},
  editor       = {Wanxiang Che and
  Joyce Nabende and
  Ekaterina Shutova and
  Mohammad Taher Pilehvar},
  title        = {Text is All You Need: LLM-enhanced Incremental Social Event Detection},
  booktitle    = {Proceedings of the 63rd Annual Meeting of the Association for Computational
  Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
  July 27 - August 1, 2025},
  pages        = {4666--4680},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.acl-long.233},
  doi          = {10.18653/V1/2025.ACL-LONG.233},
}

@inproceedings{DBLP:conf/ijcnn/XingZMLZ25,
  author       = {Miaolin Xing and
  Jielong Zhou and
  Shunmei Meng and
  Nan Liu and
  Xuyun Zhang},
  title        = {Towards Effective Edge Unlearning: Enhancing Graph Unlearning via
  Contrastive Learning with Adversarial Example},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2025, Rome,
  Italy, June 30 - July 5, 2025},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/IJCNN64981.2025.11227397},
  doi          = {10.1109/IJCNN64981.2025.11227397},
}

@inproceedings{DBLP:conf/www/ShabaniBQHMS25,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Yuankai Qi and
  Venus Haghighi and
  Sahar Moradizeyveh and
  Quan Z. Sheng},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {Trffc: Efficient Traffic Forecasting through Adaptive Spatio-Temporal
  Graph Reduction},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2899--2902},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715202},
  doi          = {10.1145/3701716.3715202},
}

@inproceedings{DBLP:conf/icspis/AlmadaniAHGAMB25,
  author       = {Murad Almadani and
  Shadi Atalla and
  Yassine Himeur and
  Amjad Gawanmeh and
  Hamzah Alkhazaleh and
  Wathiq Mansoor and
  Amin Beheshti},
  title        = {Uncertainty-Aware Gradient Boosting for Smart Building Energy Forecasting},
  booktitle    = {8th International Conference on Signal Processing and Information
  Security, {ICSPIS} 2025, Dubai, United Arab Emirates, November 18-20,
  2025},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICSPIS67605.2025.11318368},
  doi          = {10.1109/ICSPIS67605.2025.11318368},
}

@inproceedings{DBLP:conf/ijcai/LiuQMLPWZBZ25,
  author       = {Yuwen Liu and
  Lianyong Qi and
  Xingyuan Mao and
  Weiming Liu and
  Shichao Pei and
  Fan Wang and
  Xuyun Zhang and
  Amin Beheshti and
  Xiaokang Zhou},
  title        = {Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential
  Recommendation},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {3144--3152},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/350},
  doi          = {10.24963/IJCAI.2025/350},
}

@inproceedings{DBLP:conf/cvpr/JiangLYHYYQ25,
  author       = {Huajie Jiang and
  Zhengxian Li and
  Xiaohan Yu and
  Yongli Hu and
  Baocai Yin and
  Jian Yang and
  Yuankai Qi},
  title        = {Visual and Semantic Prompt Collaboration for Generalized Zero-Shot
  Learning},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
  pages        = {20275--20285},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2025},
  url          = {https://openaccess.thecvf.com/content/CVPR2025/html/Jiang\_Visual\_and\_Semantic\_Prompt\_Collaboration\_for\_Generalized\_Zero-Shot\_Learning\_CVPR\_2025\_paper.html},
  doi          = {10.1109/CVPR52734.2025.01888},
}

@inproceedings{DBLP:conf/acl/ShettyBDN25,
  author       = {Anudeex Shetty and
  Amin Beheshti and
  Mark Dras and
  Usman Naseem},
  editor       = {Wanxiang Che and
  Joyce Nabende and
  Ekaterina Shutova and
  Mohammad Taher Pilehvar},
  title        = {{VITAL:} {A} New Dataset for Benchmarking Pluralistic Alignment in
  Healthcare},
  booktitle    = {Proceedings of the 63rd Annual Meeting of the Association for Computational
  Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
  July 27 - August 1, 2025},
  pages        = {22954--22974},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.acl-long.1119},
  doi          = {10.18653/V1/2025.ACL-LONG.1119},
}

@inproceedings{DBLP:conf/icdm/AhmadiBQMNDC25,
  author       = {MohammadHossein Ahmadi and
  Amin Beheshti and
  Yuankai Qi and
  Sam Mokhtari and
  Maryam Khanian Najafabadi and
  Masako Dunn and
  Jonathan R. Clark},
  title        = {Learning from Uncertainty: {A} Cloud-Based Active Learning for Detecting
  Bone Union in Mandibular Reconstruction},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2025 - Workshops,
  Washington, DC, USA, November 12-15, 2025},
  pages        = {2535--2538},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICDMW69685.2025.00317},
  doi          = {10.1109/ICDMW69685.2025.00317},
}

@inproceedings{DBLP:conf/icdm/AfzoonBN25,
  author       = {Saleh Afzoon and
  Amin Beheshti and
  Usman Naseem},
  title        = {PersoPilot: An Adaptive AI-Copilot for Transparent Contextualized
  Persona Classification and Personalized Response Generation},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2025 - Workshops,
  Washington, DC, USA, November 12-15, 2025},
  pages        = {2511--2514},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICDMW69685.2025.00311},
  doi          = {10.1109/ICDMW69685.2025.00311},
}

@inproceedings{DBLP:conf/icdm/TakahashiTXPISVBB25,
  author       = {Yu Takahashi and
  Shun Takeuchi and
  Kexuan Xin and
  Guillaume Pelat and
  Yoshiaki Ikai and
  Junya Saito and
  Jonathan Vitale and
  Shlomo Berkovsky and
  Amin Beheshti},
  title        = {Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2025 - Workshops,
  Washington, DC, USA, November 12-15, 2025},
  pages        = {2531--2534},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICDMW69685.2025.00316},
  doi          = {10.1109/ICDMW69685.2025.00316},
}

@article{DBLP:journals/corr/abs-2512-00027,
  author       = {Nivedan Yakolli and
  Avinash Gautam and
  Abhijit Das and
  Yuankai Qi and
  Virendra Singh Shekhawat},
  title        = {A Survey on Improving Human Robot Collaboration through Vision-and-Language
  Navigation},
  journal      = {CoRR},
  volume       = {abs/2512.00027},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2512.00027},
  doi          = {10.48550/ARXIV.2512.00027},
  eprinttype   = {arXiv},
  eprint       = {2512.00027},
}

@article{DBLP:journals/corr/abs-2505-02666,
  author       = {Miaomiao Ji and
  Yanqiu Wu and
  Zhibin Wu and
  Shoujin Wang and
  Jian Yang and
  Mark Dras and
  Usman Naseem},
  title        = {A Survey on Progress in {LLM} Alignment from the Perspective of Reward
  Design},
  journal      = {CoRR},
  volume       = {abs/2505.02666},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.02666},
  doi          = {10.48550/ARXIV.2505.02666},
  eprinttype   = {arXiv},
  eprint       = {2505.02666},
}

@article{DBLP:journals/corr/abs-2508-15364,
  author       = {Saleh Afzoon and
  Amin Beheshti and
  Nabi Rezvani and
  Farshad Khunjush and
  Usman Naseem and
  John McMahon and
  Zahra Fathollahi and
  Mahdieh Labani and
  Wathiq Mansoor and
  Xuyun Zhang},
  title        = {ExBigBang: {A} Dynamic Approach for Explainable Persona Classification
  through Contextualized Hybrid Transformer Analysis},
  journal      = {CoRR},
  volume       = {abs/2508.15364},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2508.15364},
  doi          = {10.48550/ARXIV.2508.15364},
  eprinttype   = {arXiv},
  eprint       = {2508.15364},
}

@article{DBLP:journals/corr/abs-2511-11298,
  author       = {Yihao Zhang and
  Yuankai Qi and
  Xi Zheng},
  title        = {Experiences from Benchmarking Vision-Language-Action Models for Robotic
  Manipulation},
  journal      = {CoRR},
  volume       = {abs/2511.11298},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2511.11298},
  doi          = {10.48550/ARXIV.2511.11298},
  eprinttype   = {arXiv},
  eprint       = {2511.11298},
}

@article{DBLP:journals/corr/abs-2511-03113,
  author       = {Jiameng Chen and
  Yida Xiong and
  Kun Li and
  Hongzhi Zhang and
  Xiantao Cai and
  Wenbin Hu and
  Jia Wu},
  title        = {FP-AbDiff: Improving Score-based Antibody Design by Capturing Nonequilibrium
  Dynamics through the Underlying Fokker-Planck Equation},
  journal      = {CoRR},
  volume       = {abs/2511.03113},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2511.03113},
  doi          = {10.48550/ARXIV.2511.03113},
  eprinttype   = {arXiv},
  eprint       = {2511.03113},
}

@article{DBLP:journals/corr/abs-2501-03349,
  author       = {Keyvan RahimiZadeh and
  Ahmad Taheri and
  Jan Baumbach and
  Esmael Makarian and
  Abbas Dehghani and
  Bahman Ravaei and
  Bahman Javadi and
  Amin Beheshti},
  title        = {{FTA-FTL:} {A} Fine-Tuned Aggregation Federated Transfer Learning
  Scheme for Lithology Microscopic Image Classification},
  journal      = {CoRR},
  volume       = {abs/2501.03349},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2501.03349},
  doi          = {10.48550/ARXIV.2501.03349},
  eprinttype   = {arXiv},
  eprint       = {2501.03349},
}

@article{DBLP:journals/corr/abs-2505-07500,
  author       = {Bahram Mohammadi and
  Ehsan Abbasnejad and
  Yuankai Qi and
  Qi Wu and
  Anton van den Hengel and
  Javen Qinfeng Shi},
  title        = {Learning to Reason and Navigate: Parameter Efficient Action Planning
  with Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2505.07500},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.07500},
  doi          = {10.48550/ARXIV.2505.07500},
  eprinttype   = {arXiv},
  eprint       = {2505.07500},
}

@article{DBLP:journals/corr/abs-2509-18970,
  author       = {Xixun Lin and
  Yucheng Ning and
  Jingwen Zhang and
  Yan Dong and
  Yilong Liu and
  Yongxuan Wu and
  Xiaohua Qi and
  Nan Sun and
  Yanmin Shang and
  Pengfei Cao and
  Lixin Zou and
  Xu Chen and
  Chuan Zhou and
  Jia Wu and
  Shirui Pan and
  Bin Wang and
  Yanan Cao and
  Kai Chen and
  Songlin Hu and
  Li Guo},
  title        = {LLM-based Agents Suffer from Hallucinations: {A} Survey of Taxonomy,
  Methods, and Directions},
  journal      = {CoRR},
  volume       = {abs/2509.18970},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2509.18970},
  doi          = {10.48550/ARXIV.2509.18970},
  eprinttype   = {arXiv},
  eprint       = {2509.18970},
}

@article{DBLP:journals/corr/abs-2505-21907,
  author       = {Saleh Afzoon and
  Zahra Jahanandish and
  Phuong Thao Huynh and
  Amin Beheshti and
  Usman Naseem},
  title        = {Modeling and Optimizing User Preferences in {AI} Copilots: {A} Comprehensive
  Survey and Taxonomy},
  journal      = {CoRR},
  volume       = {abs/2505.21907},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.21907},
  doi          = {10.48550/ARXIV.2505.21907},
  eprinttype   = {arXiv},
  eprint       = {2505.21907},
}

@article{DBLP:journals/corr/abs-2504-13405,
  author       = {Shengqin Jiang and
  Linfei Li and
  Haokui Zhang and
  Qingshan Liu and
  Amin Beheshti and
  Jian Yang and
  Anton van den Hengel and
  Quan Z. Sheng and
  Yuankai Qi},
  title        = {ProgRoCC: {A} Progressive Approach to Rough Crowd Counting},
  journal      = {CoRR},
  volume       = {abs/2504.13405},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2504.13405},
  doi          = {10.48550/ARXIV.2504.13405},
  eprinttype   = {arXiv},
  eprint       = {2504.13405},
}

@article{DBLP:journals/corr/abs-2505-23818,
  author       = {Masoud Safilian and
  Amin Beheshti and
  Stephen Elbourn},
  title        = {Ratas framework: {A} comprehensive genai-based approach to rubric-based
  marking of real-world textual exams},
  journal      = {CoRR},
  volume       = {abs/2505.23818},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.23818},
  doi          = {10.48550/ARXIV.2505.23818},
  eprinttype   = {arXiv},
  eprint       = {2505.23818},
}

@article{DBLP:journals/corr/abs-2505-18731,
  author       = {Wei Shen and
  Xiaonan He and
  Chuheng Zhang and
  Xuyun Zhang and
  Xiaolong Xu and
  Wanchun Dou},
  title        = {Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through
  User Satisfaction Prediction},
  journal      = {CoRR},
  volume       = {abs/2505.18731},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.18731},
  doi          = {10.48550/ARXIV.2505.18731},
  eprinttype   = {arXiv},
  eprint       = {2505.18731},
}

@article{DBLP:journals/corr/abs-2508-11513,
  author       = {Fanzhen Liu and
  Xiaoxiao Ma and
  Jian Yang and
  Alsharif Abuadbba and
  Kristen Moore and
  Surya Nepal and
  C{\'{e}}cile Paris and
  Quan Z. Sheng and
  Jia Wu},
  title        = {Towards Faithful Class-level Self-explainability in Graph Neural Networks
  by Subgraph Dependencies},
  journal      = {CoRR},
  volume       = {abs/2508.11513},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2508.11513},
  doi          = {10.48550/ARXIV.2508.11513},
  eprinttype   = {arXiv},
  eprint       = {2508.11513},
}

@article{DBLP:journals/corr/abs-2503-09103,
  author       = {Syed Talal Ahmad and
  Haohui Lu and
  Sidong Liu and
  Annie Lau and
  Amin Beheshti and
  Mark Dras and
  Usman Naseem},
  title        = {VaxGuard: {A} Multi-Generator, Multi-Type, and Multi-Role Dataset
  for Detecting LLM-Generated Vaccine Misinformation},
  journal      = {CoRR},
  volume       = {abs/2503.09103},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.09103},
  doi          = {10.48550/ARXIV.2503.09103},
  eprinttype   = {arXiv},
  eprint       = {2503.09103},
}

@article{DBLP:journals/corr/abs-2511-18717,
  author       = {Jin Chai and
  Xiaoxiao Ma and
  Jian Yang and
  Jia Wu},
  title        = {When and What to Recommend: Joint Modeling of Timing and Content for
  Active Sequential Recommendation},
  journal      = {CoRR},
  volume       = {abs/2511.18717},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2511.18717},
  doi          = {10.48550/ARXIV.2511.18717},
  eprinttype   = {arXiv},
  eprint       = {2511.18717},
}

@article{DBLP:journals/corr/abs-2506-22726,
  author       = {Yu Zhang and
  Xi Zhang and
  Hualin zhou and
  Xinyuan Chen and
  Shang Gao and
  Hong Jia and
  Jianfei Yang and
  Yuankai Qi and
  Tao Gu},
  title        = {XTransfer: Cross-Modality Model Transfer for Human Sensing with Few
  Data at the Edge},
  journal      = {CoRR},
  volume       = {abs/2506.22726},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.22726},
  doi          = {10.48550/ARXIV.2506.22726},
  eprinttype   = {arXiv},
  eprint       = {2506.22726},
}

@article{DBLP:journals/spe/XiangZB24,
  author       = {Haolong Xiang and
  Xuyun Zhang and
  Muhammad Bilal},
  title        = {A cloud-edge service offloading method for the metaverse in smart
  manufacturing},
  journal      = {Softw. Pract. Exp.},
  volume       = {54},
  number       = {9},
  pages        = {1714--1732},
  year         = {2024},
  url          = {https://doi.org/10.1002/spe.3301},
  doi          = {10.1002/SPE.3301},
}

@article{DBLP:journals/csur/ZhongWLPW24,
  author       = {Lingfeng Zhong and
  Jia Wu and
  Qian Li and
  Hao Peng and
  Xindong Wu},
  title        = {A Comprehensive Survey on Automatic Knowledge Graph Construction},
  journal      = {{ACM} Comput. Surv.},
  volume       = {56},
  number       = {4},
  pages        = {94:1--94:62},
  year         = {2024},
  url          = {https://doi.org/10.1145/3618295},
  doi          = {10.1145/3618295},
}

@article{DBLP:journals/csur/SunHWWYSD24,
  author       = {Danfeng Sun and
  Junjie Hu and
  Huifeng Wu and
  Jia Wu and
  Jian Yang and
  Quan Z. Sheng and
  Schahram Dustdar},
  title        = {A Comprehensive Survey on Collaborative Data-access Enablers in the
  IIoT},
  journal      = {{ACM} Comput. Surv.},
  volume       = {56},
  number       = {2},
  pages        = {50:1--50:37},
  year         = {2024},
  url          = {https://doi.org/10.1145/3612918},
  doi          = {10.1145/3612918},
}

@article{DBLP:journals/tnn/SuXLWYZHPNJSY24,
  author       = {Xing Su and
  Shan Xue and
  Fanzhen Liu and
  Jia Wu and
  Jian Yang and
  Chuan Zhou and
  Wenbin Hu and
  C{\'{e}}cile Paris and
  Surya Nepal and
  Di Jin and
  Quan Z. Sheng and
  Philip S. Yu},
  title        = {A Comprehensive Survey on Community Detection With Deep Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {4},
  pages        = {4682--4702},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2021.3137396},
  doi          = {10.1109/TNNLS.2021.3137396},
}

@article{DBLP:journals/tai/ShabaniWBSFHHS24,
  author       = {Nasrin Shabani and
  Jia Wu and
  Amin Beheshti and
  Quan Z. Sheng and
  Jin Foo and
  Venus Haghighi and
  Ambreen Hanif and
  Maryam Shahabikargar},
  title        = {A Comprehensive Survey on Graph Summarization With Graph Neural Networks},
  journal      = {{IEEE} Trans. Artif. Intell.},
  volume       = {5},
  number       = {8},
  pages        = {3780--3800},
  year         = {2024},
  url          = {https://doi.org/10.1109/TAI.2024.3350545},
  doi          = {10.1109/TAI.2024.3350545},
}

@article{DBLP:journals/tnn/LiLSCWHPGWBY24,
  author       = {Qian Li and
  Jianxin Li and
  Jiawei Sheng and
  Shiyao Cui and
  Jia Wu and
  Yiming Hei and
  Hao Peng and
  Shu Guo and
  Lihong Wang and
  Amin Beheshti and
  Philip S. Yu},
  title        = {A Survey on Deep Learning Event Extraction: Approaches and Applications},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {5},
  pages        = {6301--6321},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2022.3213168},
  doi          = {10.1109/TNNLS.2022.3213168},
}

@article{DBLP:journals/tcsv/JiangWCQL24,
  author       = {Shengqin Jiang and
  Qing Wang and
  Fengna Cheng and
  Yuankai Qi and
  Qingshan Liu},
  title        = {A Unified Object Counting Network With Object Occupation Prior},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {34},
  number       = {2},
  pages        = {1147--1158},
  year         = {2024},
  url          = {https://doi.org/10.1109/TCSVT.2023.3291824},
  doi          = {10.1109/TCSVT.2023.3291824},
}

@article{DBLP:journals/caeai/FarhoodJBM24,
  author       = {Helia Farhood and
  Ibrahim Nabeel Joudah and
  Amin Beheshti and
  Samuel M{\"{u}}ller},
  title        = {Advancing student outcome predictions through generative adversarial
  networks},
  journal      = {Comput. Educ. Artif. Intell.},
  volume       = {7},
  pages        = {100293},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.caeai.2024.100293},
  doi          = {10.1016/J.CAEAI.2024.100293},
}

@article{DBLP:journals/pr/WangHLHWW24,
  author       = {Yi Wang and
  Changqin Huang and
  Ming Li and
  Qionghao Huang and
  Xuemei Wu and
  Jia Wu},
  title        = {AG-Meta: Adaptive graph meta-learning via representation consistency
  over local subgraphs},
  journal      = {Pattern Recognit.},
  volume       = {151},
  pages        = {110387},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.patcog.2024.110387},
  doi          = {10.1016/J.PATCOG.2024.110387},
}

@article{DBLP:journals/tjs/FadaeiDRB24,
  author       = {Sadegh Fadaei and
  Abbas Dehghani and
  Keyvan RahimiZadeh and
  Amin Beheshti},
  title        = {An efficient texture descriptor based on local patterns and particle
  swarm optimization algorithm for face recognition},
  journal      = {J. Supercomput.},
  volume       = {80},
  number       = {17},
  pages        = {25345--25376},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11227-024-06401-5},
  doi          = {10.1007/S11227-024-06401-5},
}

@article{DBLP:journals/iotj/BakhshayeshiETEBA24,
  author       = {Ivan Bakhshayeshi and
  Eila Erfani and
  Firouzeh Rosa Taghikhah and
  Stephen Elbourn and
  Amin Beheshti and
  Mohsen Asadnia},
  title        = {An Intelligence Cattle Reidentification System Over Transport by Siamese
  Neural Networks and {YOLO}},
  journal      = {{IEEE} Internet Things J.},
  volume       = {11},
  number       = {2},
  pages        = {2351--2363},
  year         = {2024},
  url          = {https://doi.org/10.1109/JIOT.2023.3294944},
  doi          = {10.1109/JIOT.2023.3294944},
}

@article{DBLP:journals/jis/AbuSalihQAGIABA24,
  author       = {Bilal Abu{-}Salih and
  Dana Al Qudah and
  Malak Al{-}Hassan and
  Seyed Mohssen Ghafari and
  Tomayess Issa and
  Ibrahim Aljarah and
  Amin Beheshti and
  Sulaiman Alqahtani},
  title        = {An intelligent system for multi-topic social spam detection in microblogging},
  journal      = {J. Inf. Sci.},
  volume       = {50},
  number       = {6},
  pages        = {1471--1498},
  year         = {2024},
  url          = {https://doi.org/10.1177/01655515221124062},
  doi          = {10.1177/01655515221124062},
}

@article{DBLP:journals/prl/FanJWGSW24,
  author       = {Jin Fan and
  Yuxiang Ji and
  Huifeng Wu and
  Yan Ge and
  Danfeng Sun and
  Jia Wu},
  title        = {An unsupervised video anomaly detection method via Optical Flow decomposition
  and Spatio-Temporal feature learning},
  journal      = {Pattern Recognit. Lett.},
  volume       = {185},
  pages        = {239--246},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.patrec.2024.08.013},
  doi          = {10.1016/J.PATREC.2024.08.013},
}

@article{DBLP:journals/tce/ShabaniBJWHNF24,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Alireza Jolfaei and
  Jia Wu and
  Venus Haghighi and
  Maryam Khanian Najafabadi and
  Jin Foo},
  title        = {Attention-Based Graph Summarization for Large-Scale Information Retrieval},
  journal      = {{IEEE} Trans. Consumer Electron.},
  volume       = {70},
  number       = {3},
  pages        = {6224--6235},
  year         = {2024},
  url          = {https://doi.org/10.1109/TCE.2024.3411993},
  doi          = {10.1109/TCE.2024.3411993},
}

@article{DBLP:journals/eaai/WuYL24,
  author       = {Jia Wu and
  Yang Yan and
  Yahui Liu},
  title        = {Collaborative control of path tracking and roll stability in intelligent
  commercial vehicle: {A} minimax robust regulator based on Nash game},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {133},
  pages        = {108321},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.engappai.2024.108321},
  doi          = {10.1016/J.ENGAPPAI.2024.108321},
}

@article{DBLP:journals/tois/NiXPWWC24,
  author       = {Xuelian Ni and
  Fei Xiong and
  Shirui Pan and
  Jia Wu and
  Liang Wang and
  Hongshu Chen},
  title        = {Community Preserving Social Recommendation with Cyclic Transfer Learning},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {42},
  number       = {3},
  pages        = {67:1--67:36},
  year         = {2024},
  url          = {https://doi.org/10.1145/3631115},
  doi          = {10.1145/3631115},
}

@article{DBLP:journals/www/ZhouWPWHD24,
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  title        = {Complex query answering over knowledge graphs foundation model using
  region embeddings on a lie group},
  journal      = {World Wide Web {(WWW)}},
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  pages        = {23},
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}

@article{DBLP:journals/pr/LiuLWDWC24,
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  Jun Wan and
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  title        = {Confusable facial expression recognition with geometry-aware conditional
  network},
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}

@article{DBLP:journals/eswa/FuGYWLLY24,
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  title        = {Contrastive graph learning long and short-term interests for {POI}
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}

@article{DBLP:journals/taslp/HuangPZLLLWSY24,
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  year         = {2024},
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}

@article{DBLP:journals/tcbb/KeCYTWMSM24,
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  title        = {Deep Factor Learning for Accurate Brain Neuroimaging Data Analysis
  on Discrimination for Structural {MRI} and Functional {MRI}},
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@article{DBLP:journals/bib/ZahediGAMBALLA24,
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  title        = {Deep learning in spatially resolved transcriptomics: a comprehensive
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@article{DBLP:journals/tkde/ZhangWDWZM24,
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}

@article{DBLP:journals/tcsv/SongLWCW24,
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@article{DBLP:journals/dcan/GongWWZWCK24,
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  title        = {Diversified and compatible web APIs recommendation based on game theory
  in IoT},
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@article{DBLP:journals/spe/JiangDHZD24,
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@article{DBLP:journals/apin/JafariSSABLCAG24,
  author       = {Mahboobeh Jafari and
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  Zhaolin Chen and
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  title        = {Empowering precision medicine: AI-driven schizophrenia diagnosis via
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@article{DBLP:journals/informatics/FarhoodJBM24,
  author       = {Helia Farhood and
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  title        = {Evaluating and Enhancing Artificial Intelligence Models for Predicting
  Student Learning Outcomes},
  journal      = {Informatics},
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  number       = {3},
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}

@article{DBLP:journals/algorithms/SharmaCBAHB24,
  author       = {Neeraj Anand Sharma and
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  Ambreen Hanif and
  Amin Beheshti},
  title        = {Explainable {AI} Frameworks: Navigating the Present Challenges and
  Unveiling Innovative Applications},
  journal      = {Algorithms},
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  pages        = {227},
  year         = {2024},
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}

@article{DBLP:journals/nn/LiuZMDTWHD24,
  author       = {Chuang Liu and
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  Xueqi Ma and
  Liang Ding and
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  Jia Wu and
  Wenbin Hu and
  Bo Du},
  title        = {Exploring sparsity in graph transformers},
  journal      = {Neural Networks},
  volume       = {174},
  pages        = {106265},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.neunet.2024.106265},
  doi          = {10.1016/J.NEUNET.2024.106265},
}

@article{DBLP:journals/ipm/HuangLWCLZ24,
  author       = {Xiaosai Huang and
  Jing Li and
  Jia Wu and
  Jun Chang and
  Donghua Liu and
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  title        = {Flexibly utilizing syntactic knowledge in aspect-based sentiment analysis},
  journal      = {Inf. Process. Manag.},
  volume       = {61},
  number       = {2},
  pages        = {103630},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.ipm.2023.103630},
  doi          = {10.1016/J.IPM.2023.103630},
}

@article{DBLP:journals/tkde/WangZCWPLWY24,
  author       = {Haibo Wang and
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  Xin Chen and
  Jia Wu and
  Shirui Pan and
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  title        = {Graph Structure Reshaping Against Adversarial Attacks on Graph Neural
  Networks},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {36},
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  pages        = {6344--6357},
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}

@article{DBLP:journals/tcss/RazzakBCHXB24,
  author       = {Imran Razzak and
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  Amin Beheshti},
  title        = {Guest Editorial: Special Issue on Generating Human Readable Explanations
  in {NLP}},
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}

@article{DBLP:journals/caaitrit/ZhanLZP24,
  author       = {Zhi{-}hui Zhan and
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  title        = {Guest Editorial: Special issue on trustworthy machine learning for
  behavioural and social computing},
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}

@article{DBLP:journals/tai/HayatXWY24,
  author       = {Malik Khizar Hayat and
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  title        = {Heterogeneous Hypergraph Embedding for Node Classification in Dynamic
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@article{DBLP:journals/tweb/PengYWY24,
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  title        = {Introduction to the Special Issue on Advanced Graph Mining on the
  Web: Theory, Algorithms, and Applications: Part 2},
  journal      = {{ACM} Trans. Web},
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@article{DBLP:journals/mlc/PengWCY24,
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  title        = {Introduction to the special issue on recent advances in graph learning:
  theory, algorithms, applications, and systems},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {15},
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@article{DBLP:journals/ivc/LotfiJBFSB24,
  author       = {Fariba Lotfi and
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  title        = {Knowledge graph construction in hyperbolic space for automatic image
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}

@article{DBLP:journals/tce/XieMWYF24,
  author       = {Bingbing Xie and
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  title        = {Knowledge Graph Enhanced Heterogeneous Graph Neural Network for Fake
  News Detection},
  journal      = {{IEEE} Trans. Consumer Electron.},
  volume       = {70},
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  pages        = {2826--2837},
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@article{DBLP:journals/pami/LiYQWQHY24,
  author       = {Guorong Li and
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  title        = {Learning Hierarchical Modular Networks for Video Captioning},
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@article{DBLP:journals/nn/FanGZWWW24,
  author       = {Jin Fan and
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  Xinyi Zhang and
  Zheyu Wang and
  Huifeng Wu and
  Jia Wu},
  title        = {Learning the feature distribution similarities for online time series
  anomaly detection},
  journal      = {Neural Networks},
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  year         = {2024},
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}

@article{DBLP:journals/tlt/XiaDWM24,
  author       = {Zhenchang Xia and
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  title        = {Multivariate Knowledge Tracking Based on Graph Neural Network in ASSISTments},
  journal      = {{IEEE} Trans. Learn. Technol.},
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  pages        = {32--43},
  year         = {2024},
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@article{DBLP:journals/eswa/TaheriRBBRMG24,
  author       = {Ahmad Taheri and
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  Amin Beheshti and
  Jan Baumbach and
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  title        = {Partial reinforcement optimizer: An evolutionary optimization algorithm},
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  pages        = {122070},
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@article{DBLP:journals/tkde/WangCWWL24,
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  title        = {Position Matters: Play a Sequential Game to Detect Significant Communities},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tist/LiuZKZXZQ24,
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@article{DBLP:journals/tits/PengZWLYLYZ24,
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  title        = {Privacy-Preserving Truth Discovery Based on Secure Multi-Party Computation
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  pages        = {7767--7779},
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@article{DBLP:journals/tcsv/YanQLLZYH24,
  author       = {Ziheng Yan and
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@article{DBLP:journals/tkde/CaiLSCYYZM24,
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  Jian Yang and
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  title        = {Reconnecting the Estranged Relationships: Optimizing the Influence
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  journal      = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tkde/LuoZWCPZLXY24,
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  Sheng Zhang and
  Jia Wu and
  Hongyang Chen and
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  Chuan Zhou and
  Zhao Li and
  Shan Xue and
  Jian Yang},
  title        = {ReiPool: Reinforced Pooling Graph Neural Networks for Graph-Level
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  journal      = {{IEEE} Trans. Knowl. Data Eng.},
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  pages        = {9109--9122},
  year         = {2024},
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@article{DBLP:journals/tai/WangFWSW24,
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  title        = {Representing Multiview Time-Series Graph Structures for Multivariate
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  journal      = {{IEEE} Trans. Artif. Intell.},
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@article{DBLP:journals/pr/TianLQWSH24,
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  title        = {Rethink video retrieval representation for video captioning},
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  pages        = {110744},
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@article{DBLP:journals/tip/GeSMQL24,
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  title        = {Rethinking Attentive Object Detection via Neural Attention Learning},
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@article{DBLP:journals/nn/FanWTWZW24,
  author       = {Jin Fan and
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  title        = {{RGDAN:} {A} random graph diffusion attention network for traffic
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  journal      = {Neural Networks},
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  pages        = {106093},
  year         = {2024},
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@article{DBLP:journals/tai/LiuWC24,
  author       = {Yufei Liu and
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  title        = {{SBP-GCA:} Social Behavior Prediction via Graph Contrastive Learning
  With Attention},
  journal      = {{IEEE} Trans. Artif. Intell.},
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  number       = {9},
  pages        = {4708--4722},
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@article{DBLP:journals/tsc/0018FHLZC24,
  author       = {Lin Liu and
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  Kim{-}Kwang Raymond Choo},
  title        = {SecDM: {A} Secure and Lossless Human Mobility Prediction System},
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  year         = {2024},
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  doi          = {10.1109/TSC.2024.3358292},
}

@article{DBLP:journals/kbs/SongLWXCW24,
  author       = {Beihang Song and
  Jing Li and
  Jia Wu and
  Shan Xue and
  Jun Chang and
  Jun Wan},
  title        = {Single-stage oriented object detection via Corona Heatmap and Multi-stage
  Angle Prediction},
  journal      = {Knowl. Based Syst.},
  volume       = {295},
  pages        = {111815},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.knosys.2024.111815},
  doi          = {10.1016/J.KNOSYS.2024.111815},
}

@article{DBLP:journals/tdsc/HuZSSCD24,
  author       = {Hongsheng Hu and
  Xuyun Zhang and
  Zoran Salcic and
  Lichao Sun and
  Kim{-}Kwang Raymond Choo and
  Gillian Dobbie},
  title        = {Source Inference Attacks: Beyond Membership Inference Attacks in Federated
  Learning},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {21},
  number       = {4},
  pages        = {3012--3029},
  year         = {2024},
  url          = {https://doi.org/10.1109/TDSC.2023.3321565},
  doi          = {10.1109/TDSC.2023.3321565},
}

@article{DBLP:journals/tetc/WuYYC24,
  author       = {Jia Wu and
  Jian Yang and
  Philip S. Yu and
  Carlo Condo},
  title        = {Special Section on Community Detection in Time-Varying Information
  and Computing Networks: Theory, Models, and Applications},
  journal      = {{IEEE} Trans. Emerg. Top. Comput.},
  volume       = {12},
  number       = {2},
  pages        = {402},
  year         = {2024},
  url          = {https://doi.org/10.1109/TETC.2024.3395072},
  doi          = {10.1109/TETC.2024.3395072},
}

@article{DBLP:journals/kbs/MaZQBLQL24,
  author       = {Yunchuan Ma and
  Zheng Zhu and
  Yuankai Qi and
  Amin Beheshti and
  Ying Li and
  Laiyun Qing and
  Guorong Li},
  title        = {Style-aware two-stage learning framework for video captioning},
  journal      = {Knowl. Based Syst.},
  volume       = {301},
  pages        = {112258},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.knosys.2024.112258},
  doi          = {10.1016/J.KNOSYS.2024.112258},
}

@article{DBLP:journals/mlc/ChenZCCLWZ24,
  author       = {Chao{-}Chao Chen and
  Fei Zheng and
  Jamie Cui and
  Yuwei Cao and
  Guanfeng Liu and
  Jia Wu and
  Jun Zhou},
  title        = {Survey and open problems in privacy-preserving knowledge graph: merging,
  query, representation, completion, and applications},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {15},
  number       = {8},
  pages        = {3513--3532},
  year         = {2024},
  url          = {https://doi.org/10.1007/s13042-024-02106-6},
  doi          = {10.1007/S13042-024-02106-6},
}

@article{DBLP:journals/tmlr/ChardDSC024,
  author       = {Tim Chard and
  Mark Dras and
  Paul F. Sowman and
  Steve Cassidy and
  Jia Wu},
  title        = {Temporally Rich Deep Learning Models for Magnetoencephalography},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2024},
  year         = {2024},
  url          = {https://openreview.net/forum?id=zSeoG5dRHK},
}

@article{DBLP:journals/csur/ChaalanPKGZ24,
  author       = {Tarek Chaalan and
  Shaoning Pang and
  Joarder Kamruzzaman and
  Iqbal Gondal and
  Xuyun Zhang},
  title        = {The Path to Defence: {A} Roadmap to Characterising Data Poisoning
  Attacks on Victim Models},
  journal      = {{ACM} Comput. Surv.},
  volume       = {56},
  number       = {7},
  pages        = {175:1--175:39},
  year         = {2024},
  url          = {https://doi.org/10.1145/3627536},
  doi          = {10.1145/3627536},
}

@article{DBLP:journals/tkdd/RenPJHWGYY24,
  author       = {Jiaqian Ren and
  Hao Peng and
  Lei Jiang and
  Zhifeng Hao and
  Jia Wu and
  Shengxiang Gao and
  Zhengtao Yu and
  Qiang Yang},
  title        = {Toward Cross-Lingual Social Event Detection with Hybrid Knowledge
  Distillation},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {18},
  number       = {9},
  pages        = {229:1--229:36},
  year         = {2024},
  url          = {https://doi.org/10.1145/3689948},
  doi          = {10.1145/3689948},
}

@article{DBLP:journals/nn/GaoLWDH24,
  author       = {Kuang Gao and
  Chuang Liu and
  Jia Wu and
  Bo Du and
  Wenbin Hu},
  title        = {Towards a better negative sampling strategy for dynamic graphs},
  journal      = {Neural Networks},
  volume       = {173},
  pages        = {106175},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.neunet.2024.106175},
  doi          = {10.1016/J.NEUNET.2024.106175},
}

@article{DBLP:journals/tkde/LinZWZPCWWY24,
  author       = {Xixun Lin and
  Chuan Zhou and
  Jia Wu and
  Lixin Zou and
  Shirui Pan and
  Yanan Cao and
  Bin Wang and
  Shuaiqiang Wang and
  Dawei Yin},
  title        = {Towards Flexible and Adaptive Neural Process for Cold-Start Recommendation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {36},
  number       = {4},
  pages        = {1815--1828},
  year         = {2024},
  url          = {https://doi.org/10.1109/TKDE.2023.3304839},
  doi          = {10.1109/TKDE.2023.3304839},
}

@article{DBLP:journals/tip/LiuLWZCWL24,
  author       = {Tianpeng Liu and
  Jing Li and
  Jia Wu and
  Lefei Zhang and
  Jun Chang and
  Jun Wan and
  Lezhi Lian},
  title        = {Tracking With Saliency Region Transformer},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {33},
  pages        = {285--296},
  year         = {2024},
  url          = {https://doi.org/10.1109/TIP.2023.3340604},
  doi          = {10.1109/TIP.2023.3340604},
}

@article{DBLP:journals/nn/LiLWPJPWY24,
  author       = {Qian Li and
  Jianxin Li and
  Jia Wu and
  Xutan Peng and
  Cheng Ji and
  Hao Peng and
  Lihong Wang and
  Philip S. Yu},
  title        = {Triplet-aware graph neural networks for factorized multi-modal knowledge
  graph entity alignment},
  journal      = {Neural Networks},
  volume       = {179},
  pages        = {106479},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.neunet.2024.106479},
  doi          = {10.1016/J.NEUNET.2024.106479},
}

@article{DBLP:journals/tkde/RenPJLWYY24,
  author       = {Jiaqian Ren and
  Hao Peng and
  Lei Jiang and
  Zhiwei Liu and
  Jia Wu and
  Zhengtao Yu and
  Philip S. Yu},
  title        = {Uncertainty-Guided Boundary Learning for Imbalanced Social Event Detection},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {36},
  number       = {6},
  pages        = {2701--2715},
  year         = {2024},
  url          = {https://doi.org/10.1109/TKDE.2023.3324510},
  doi          = {10.1109/TKDE.2023.3324510},
}

@article{DBLP:journals/ipm/LiLW24,
  author       = {Yiran Li and
  Qihua Liu and
  Jia Wu},
  title        = {Unveiling the secrets of online consumer choice: {A} deep learning
  algorithmic approach to evaluate and predict purchase decisions through
  {EEG} responses},
  journal      = {Inf. Process. Manag.},
  volume       = {61},
  number       = {2},
  pages        = {103671},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.ipm.2024.103671},
  doi          = {10.1016/J.IPM.2024.103671},
}

@article{DBLP:journals/www/ShiCLLSZWP24,
  author       = {Fengzhao Shi and
  Yanan Cao and
  Ren Li and
  Xixun Lin and
  Yanmin Shang and
  Chuan Zhou and
  Jia Wu and
  Shirui Pan},
  title        = {{VR-GNN:} variational relation vector graph neural network for modeling
  homophily and heterophily},
  journal      = {World Wide Web {(WWW)}},
  volume       = {27},
  number       = {3},
  pages        = {32},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11280-024-01261-8},
  doi          = {10.1007/S11280-024-01261-8},
}

@inproceedings{DBLP:conf/icws/GaoC0XQRJH24,
  author       = {Kuang Gao and
  Mukun Chen and
  Chuang Liu and
  Shan Xue and
  Zhenyu Qiu and
  Ting Ren and
  Xiaohua Jia and
  Wenbin Hu},
  title        = {A Debiased Graph Clustering Approach Using Dual Contrastive Learning},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {1198--1205},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00143},
  doi          = {10.1109/ICWS62655.2024.00143},
}

@inproceedings{DBLP:conf/iconip/KannegantiMRKB24,
  author       = {Deepak Kanneganti and
  Sajib Mistry and
  Sumedha Rajakaruna and
  Aneesh Krishna and
  Amin Beheshti},
  editor       = {Mufti Mahmud and
  Maryam Doborjeh and
  Kevin Kok Wai Wong and
  Andrew Chi{-}Sing Leung and
  Zohreh Doborjeh and
  M. Tanveer},
  title        = {A Hybrid Contextual Deep Learning Model to Predict Renewable Energy
  Generation},
  booktitle    = {Neural Information Processing - 31st International Conference, {ICONIP}
  2024, Auckland, New Zealand, December 2-6, 2024, Proceedings, Part
  {XI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15296},
  pages        = {243--257},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-6606-5\_17},
  doi          = {10.1007/978-981-96-6606-5\_17},
}

@inproceedings{DBLP:conf/icde/XuLWZZZ24,
  author       = {Rongwei Xu and
  Guanfeng Liu and
  Yan Wang and
  Xuyun Zhang and
  Kai Zheng and
  Xiaofang Zhou},
  title        = {Adaptive Hypergraph Network for Trust Prediction},
  booktitle    = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
  Utrecht, The Netherlands, May 13-16, 2024},
  pages        = {2986--2999},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDE60146.2024.00232},
  doi          = {10.1109/ICDE60146.2024.00232},
}

@inproceedings{DBLP:conf/www/QiuM0024,
  author       = {Zitai Qiu and
  Congbo Ma and
  Jia Wu and
  Jian Yang},
  editor       = {Tat{-}Seng Chua and
  Chong{-}Wah Ngo and
  Ravi Kumar and
  Hady W. Lauw and
  Roy Ka{-}Wei Lee},
  title        = {An Efficient Automatic Meta-Path Selection for Social Event Detection
  via Hyperbolic Space},
  booktitle    = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
  May 13-17, 2024},
  pages        = {2519--2529},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3589334.3645526},
  doi          = {10.1145/3589334.3645526},
}

@inproceedings{DBLP:conf/wsdm/LuoDWBYX24,
  author       = {Xuexiong Luo and
  Guangwei Dong and
  Jia Wu and
  Amin Beheshti and
  Jian Yang and
  Shan Xue},
  editor       = {Luz Angelica Caudillo{-}Mata and
  Silvio Lattanzi and
  Andr{\'{e}}s Mu{\~{n}}oz Medina and
  Leman Akoglu and
  Aristides Gionis and
  Sergei Vassilvitskii},
  title        = {An Interpretable Brain Graph Contrastive Learning Framework for Brain
  Disorder Analysis},
  booktitle    = {Proceedings of the 17th {ACM} International Conference on Web Search
  and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
  pages        = {1074--1077},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3616855.3635695},
  doi          = {10.1145/3616855.3635695},
}

@inproceedings{DBLP:conf/ijcai/0001LXQZD24,
  author       = {Xiaolong Xu and
  Chenbin Li and
  Haolong Xiang and
  Lianyong Qi and
  Xuyun Zhang and
  Wanchun Dou},
  title        = {Attention Based Document-level Relation Extraction with None Class
  Ranking Loss},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {6569--6577},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/726},
}

@inproceedings{DBLP:conf/aaai/MohammadiHQWPS24,
  author       = {Bahram Mohammadi and
  Yicong Hong and
  Yuankai Qi and
  Qi Wu and
  Shirui Pan and
  Javen Qinfeng Shi},
  editor       = {Michael J. Wooldridge and
  Jennifer G. Dy and
  Sriraam Natarajan},
  title        = {Augmented Commonsense Knowledge for Remote Object Grounding},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
  Canada},
  pages        = {4269--4277},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i5.28223},
  doi          = {10.1609/AAAI.V38I5.28223},
}

@inproceedings{DBLP:conf/naacl/ZhuangZX00S24,
  author       = {Haojie Zhuang and
  Wei Emma Zhang and
  Leon Xie and
  Weitong Chen and
  Jian Yang and
  Quan Sheng},
  editor       = {Kevin Duh and
  Helena G{\'{o}}mez{-}Adorno and
  Steven Bethard},
  title        = {Automatic, Meta and Human Evaluation for Multimodal Summarization
  with Multimodal Output},
  booktitle    = {Proceedings of the 2024 Conference of the North American Chapter of
  the Association for Computational Linguistics: Human Language Technologies
  (Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
  2024},
  pages        = {7768--7790},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.naacl-long.430},
  doi          = {10.18653/V1/2024.NAACL-LONG.430},
}

@inproceedings{DBLP:conf/adma/CaoLWXYWB24,
  author       = {Xin Cao and
  He Luo and
  Guoqiang Wang and
  Shan Xue and
  Jian Yang and
  Jia Wu and
  Amin Beheshti},
  editor       = {Quan Z. Sheng and
  Gill Dobbie and
  Jing Jiang and
  Xuyun Zhang and
  Wei Emma Zhang and
  Yannis Manolopoulos and
  Jia Wu and
  Wathiq Mansoor and
  Congbo Ma},
  title        = {BiF-AC: {A} Bidirectional Feedback Actor-Critic Framework for {UAV-UGV}
  Graph-Based Search and Rescue Operations},
  booktitle    = {Advanced Data Mining and Applications - 20th International Conference,
  {ADMA} 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings,
  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15389},
  pages        = {66--81},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0821-8\_5},
  doi          = {10.1007/978-981-96-0821-8\_5},
}

@inproceedings{DBLP:conf/dasfaa/LiuMJLXQZ24,
  author       = {Nan Liu and
  Shunmei Meng and
  Yu Jiang and
  Qianmu Li and
  Xiaolong Xu and
  Lianyong Qi and
  Xuyun Zhang},
  editor       = {Makoto Onizuka and
  Jae{-}Gil Lee and
  Yongxin Tong and
  Chuan Xiao and
  Yoshiharu Ishikawa and
  Sihem Amer{-}Yahia and
  H. V. Jagadish and
  Kejing Lu},
  title        = {Cascading Graph Convolution Contrastive Learning Networks for Multi-behavior
  Recommendation},
  booktitle    = {Database Systems for Advanced Applications - 29th International Conference,
  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {VI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14855},
  pages        = {3--18},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-5572-1\_1},
  doi          = {10.1007/978-981-97-5572-1\_1},
}

@inproceedings{DBLP:conf/cikm/FengYJ0ZZDQ24,
  author       = {Zhikang Feng and
  Chao Yan and
  Rong Jiang and
  Xiaolong Xu and
  Xuyun Zhang and
  Xiaokang Zhou and
  Wanchun Dou and
  Lianyong Qi},
  editor       = {Edoardo Serra and
  Francesca Spezzano},
  title        = {{CHDAER:} Consistent Hashing-based Data Allocation for Efficient Recommendation
  in Edge Environment},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
  2024},
  pages        = {622--631},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3627673.3679809},
  doi          = {10.1145/3627673.3679809},
}

@inproceedings{DBLP:conf/mm/MaoLQD0ZDBZ24,
  author       = {Xingyuan Mao and
  Yuwen Liu and
  Lianyong Qi and
  Li Duan and
  Xiaolong Xu and
  Xuyun Zhang and
  Wanchun Dou and
  Amin Beheshti and
  Xiaokang Zhou},
  editor       = {Jianfei Cai and
  Mohan S. Kankanhalli and
  Balakrishnan Prabhakaran and
  Susanne Boll and
  Ramanathan Subramanian and
  Liang Zheng and
  Vivek K. Singh and
  Pablo C{\'{e}}sar and
  Lexing Xie and
  Dong Xu},
  title        = {Cluster-driven Personalized Federated Recommendation with Interest-aware
  Graph Convolution Network for Multimedia},
  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Multimedia,
  {MM} 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November
  2024},
  pages        = {5614--5622},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3664647.3680788},
  doi          = {10.1145/3664647.3680788},
}

@inproceedings{DBLP:conf/sigir/0001DQZXXXD24,
  author       = {Xiaolong Xu and
  Hongsheng Dong and
  Lianyong Qi and
  Xuyun Zhang and
  Haolong Xiang and
  Xiaoyu Xia and
  Yanwei Xu and
  Wanchun Dou},
  editor       = {Grace Hui Yang and
  Hongning Wang and
  Sam Han and
  Claudia Hauff and
  Guido Zuccon and
  Yi Zhang},
  title        = {CMCLRec: Cross-modal Contrastive Learning for User Cold-start Sequential
  Recommendation},
  booktitle    = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
  Research and Development in Information Retrieval, {SIGIR} 2024, Washington
  DC, USA, July 14-18, 2024},
  pages        = {1589--1598},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3626772.3657839},
  doi          = {10.1145/3626772.3657839},
}

@inproceedings{DBLP:conf/ijcai/LiG0024,
  author       = {Kun Li and
  Xiuwen Gong and
  Jia Wu and
  Wenbin Hu},
  title        = {Contrastive Learning Drug Response Models from Natural Language Supervision},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {2126--2134},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/235},
}

@inproceedings{DBLP:conf/icdm/DongL0000B24,
  author       = {Guangwei Dong and
  Xuexiong Luo and
  Jing Du and
  Jia Wu and
  Shan Xue and
  Jian Yang and
  Amin Beheshti},
  editor       = {Elena Baralis and
  Kun Zhang and
  Ernesto Damiani and
  M{\'{e}}rouane Debbah and
  Panos Kalnis and
  Xindong Wu},
  title        = {Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive
  Learning for Disorder Analysis},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2024, Abu Dhabi,
  United Arab Emirates, December 9-12, 2024},
  pages        = {91--100},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDM59182.2024.00016},
  doi          = {10.1109/ICDM59182.2024.00016},
}

@inproceedings{DBLP:conf/ijcai/QiL0P0ZWD24,
  author       = {Lianyong Qi and
  Yuwen Liu and
  Weiming Liu and
  Shichao Pei and
  Xiaolong Xu and
  Xuyun Zhang and
  Yingjie Wang and
  Wanchun Dou},
  title        = {Counterfactual User Sequence Synthesis Augmented with Continuous Time
  Dynamic Preference Modeling for Sequential {POI} Recommendation},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {2306--2314},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/255},
}

@inproceedings{DBLP:conf/nips/JiaZHCQ0BD24,
  author       = {Yongzhe Jia and
  Xuyun Zhang and
  Hongsheng Hu and
  Kim{-}Kwang Raymond Choo and
  Lianyong Qi and
  Xiaolong Xu and
  Amin Beheshti and
  Wanchun Dou},
  editor       = {Amir Globersons and
  Lester Mackey and
  Danielle Belgrave and
  Angela Fan and
  Ulrich Paquet and
  Jakub M. Tomczak and
  Cheng Zhang},
  title        = {DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning
  for Edge Devices},
  booktitle    = {Advances in Neural Information Processing Systems 37: Annual Conference
  on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
  BC, Canada, December 10 - 15, 2024},
  year         = {2024},
  url          = {http://papers.nips.cc/paper\_files/paper/2024/hash/17a1a1439421f1837e10cd612bf92861-Abstract-Conference.html},
}

@inproceedings{DBLP:conf/icws/Qu0Z0Y24,
  author       = {Yutong Qu and
  Jian Yang and
  Wei Emma Zhang and
  Weitong Chen and
  Hong Qing Yu},
  title        = {Data-Product Catalogues: Envisioning with Knowledge-aware Natural
  Language Processing},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {45--54},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00023},
  doi          = {10.1109/ICWS62655.2024.00023},
}

@inproceedings{DBLP:conf/icdm/Su00Q24,
  author       = {Xing Su and
  Jian Yang and
  Jia Wu and
  Zitai Qiu},
  editor       = {Elena Baralis and
  Kun Zhang and
  Ernesto Damiani and
  M{\'{e}}rouane Debbah and
  Panos Kalnis and
  Xindong Wu},
  title        = {Debunking Fake News in Online Social Networks Without Text Analysis},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2024, Abu Dhabi,
  United Arab Emirates, December 9-12, 2024},
  pages        = {450--459},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDM59182.2024.00052},
  doi          = {10.1109/ICDM59182.2024.00052},
}

@inproceedings{DBLP:conf/cvpr/PhanXQLL0L0TV24,
  author       = {Vu Minh Hieu Phan and
  Yutong Xie and
  Yuankai Qi and
  Lingqiao Liu and
  Liyang Liu and
  Bowen Zhang and
  Zhibin Liao and
  Qi Wu and
  Minh{-}Son To and
  Johan W. Verjans},
  title        = {Decomposing Disease Descriptions for Enhanced Pathology Detection:
  {A} Multi-Aspect Vision-Language Pre-Training Framework},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024},
  pages        = {11492--11501},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CVPR52733.2024.01092},
  doi          = {10.1109/CVPR52733.2024.01092},
}

@inproceedings{DBLP:conf/iwinac/ShoeibiKAHBBG24,
  author       = {Afshin Shoeibi and
  Marjane Khodatars and
  Hamid Alinejad{-}Rokny and
  J{\'{o}}nathan Heras and
  Sara Bagherzadeh and
  Amin Beheshti and
  Juan Manuel G{\'{o}}rriz},
  editor       = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
  Mikel Val{-}Calvo and
  Hojjat Adeli},
  title        = {Diagnosis of Schizophrenia in {EEG} Signals Using dDTF Effective Connectivity
  and New PreTrained {CNN} and Transformer Models},
  booktitle    = {Artificial Intelligence for Neuroscience and Emotional Systems - 10th
  International Work-Conference on the Interplay Between Natural and
  Artificial Computation, {IWINAC} 2024, Olh{\^{a}}o, Portugal, June
  4-7, 2024, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14674},
  pages        = {150--160},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-61140-7\_15},
  doi          = {10.1007/978-3-031-61140-7\_15},
}

@inproceedings{DBLP:conf/icws/ChenCBCD24,
  author       = {Cheng Chen and
  Xiaoxiao Chi and
  Amin Beheshti and
  Jinjun Chen and
  Wanchun Dou},
  title        = {{DISS-CF:} Direct Item Session Similarity Enhanced Collaborative Filtering
  Method for Recommendation},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {320--329},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00054},
  doi          = {10.1109/ICWS62655.2024.00054},
}

@inproceedings{DBLP:conf/miccai/DuDMXWYBSG24,
  author       = {Jing Du and
  Guangwei Dong and
  Congbo Ma and
  Shan Xue and
  Jia Wu and
  Jian Yang and
  Amin Beheshti and
  Quan Z. Sheng and
  Alexis Giral},
  editor       = {Marius George Linguraru and
  Qi Dou and
  Aasa Feragen and
  Stamatia Giannarou and
  Ben Glocker and
  Karim Lekadir and
  Julia A. Schnabel},
  title        = {Distributionally-Adaptive Variational Meta Learning for Brain Graph
  Classification},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
  2024 - 27th International Conference, Marrakesh, Morocco, October
  6-10, 2024, Proceedings, Part {X}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15010},
  pages        = {229--239},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72117-5\_22},
  doi          = {10.1007/978-3-031-72117-5\_22},
}

@inproceedings{DBLP:conf/iwinac/ShoeibiJSAABG24,
  author       = {Afshin Shoeibi and
  Mahboobeh Jafari and
  Delaram Sadeghi and
  Roohallah Alizadehsani and
  Hamid Alinejad{-}Rokny and
  Amin Beheshti and
  Juan Manuel G{\'{o}}rriz},
  editor       = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
  Mikel Val{-}Calvo and
  Hojjat Adeli},
  title        = {Early Diagnosis of Schizophrenia in {EEG} Signals Using One Dimensional
  Transformer Model},
  booktitle    = {Artificial Intelligence for Neuroscience and Emotional Systems - 10th
  International Work-Conference on the Interplay Between Natural and
  Artificial Computation, {IWINAC} 2024, Olh{\^{a}}o, Portugal, June
  4-7, 2024, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14674},
  pages        = {139--149},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-61140-7\_14},
  doi          = {10.1007/978-3-031-61140-7\_14},
}

@inproceedings{DBLP:conf/icws/ChenCB24,
  author       = {Vincent Chen and
  Perry Chen and
  Amin Beheshti},
  title        = {Ecosystem-Based Data Products and DaaS: Complexity Analysis and Design
  Considerations},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00018},
  doi          = {10.1109/ICWS62655.2024.00018},
}

@inproceedings{DBLP:conf/icdm/ZhangXZXF0Q24,
  author       = {Yifan Zhang and
  Haolong Xiang and
  Xuyun Zhang and
  Xiaolong Xu and
  Wei Fan and
  Qin Zhang and
  Lianyong Qi},
  editor       = {Elena Baralis and
  Kun Zhang and
  Ernesto Damiani and
  M{\'{e}}rouane Debbah and
  Panos Kalnis and
  Xindong Wu},
  title        = {EEiF: Efficient Isolated Forest with e Branches for Anomaly Detection},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2024, Abu Dhabi,
  United Arab Emirates, December 9-12, 2024},
  pages        = {619--628},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDM59182.2024.00069},
  doi          = {10.1109/ICDM59182.2024.00069},
}

@inproceedings{DBLP:conf/adma/SuZYW24,
  author       = {Xing Su and
  Yuchen Zhang and
  Jian Yang and
  Jia Wu},
  editor       = {Quan Z. Sheng and
  Gill Dobbie and
  Jing Jiang and
  Xuyun Zhang and
  Wei Emma Zhang and
  Yannis Manolopoulos and
  Jia Wu and
  Wathiq Mansoor and
  Congbo Ma},
  title        = {Emotion Graph Augmentation for Detecting Fake News in Online Social
  Networks},
  booktitle    = {Advanced Data Mining and Applications - 20th International Conference,
  {ADMA} 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings,
  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15389},
  pages        = {50--65},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0821-8\_4},
  doi          = {10.1007/978-981-96-0821-8\_4},
}

@inproceedings{DBLP:conf/adma/QuYCJYM24,
  author       = {Yutong Qu and
  Jian Yang and
  Weitong Chen and
  Yan Jiao and
  Lishan Yang and
  Congbo Ma},
  editor       = {Quan Z. Sheng and
  Gill Dobbie and
  Jing Jiang and
  Xuyun Zhang and
  Wei Emma Zhang and
  Yannis Manolopoulos and
  Jia Wu and
  Wathiq Mansoor and
  Congbo Ma},
  title        = {Enhancing Chemistry-Domain Scientific Paper Summarization by Knowledge
  Graphs},
  booktitle    = {Advanced Data Mining and Applications - 20th International Conference,
  {ADMA} 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings,
  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15388},
  pages        = {319--334},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0814-0\_21},
  doi          = {10.1007/978-981-96-0814-0\_21},
}

@inproceedings{DBLP:conf/wsdm/HanifBZWBF24,
  author       = {Ambreen Hanif and
  Amin Beheshti and
  Xuyun Zhang and
  Steven Wood and
  Boualem Benatallah and
  EuJin Foo},
  editor       = {Luz Angelica Caudillo{-}Mata and
  Silvio Lattanzi and
  Andr{\'{e}}s Mu{\~{n}}oz Medina and
  Leman Akoglu and
  Aristides Gionis and
  Sergei Vassilvitskii},
  title        = {EvidenceQuest: An Interactive Evidence Discovery System for Explainable
  Artificial Intelligence},
  booktitle    = {Proceedings of the 17th {ACM} International Conference on Web Search
  and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
  pages        = {1058--1061},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3616855.3635697},
  doi          = {10.1145/3616855.3635697},
}

@inproceedings{DBLP:conf/aaai/JiaZBD24,
  author       = {Yongzhe Jia and
  Xuyun Zhang and
  Amin Beheshti and
  Wanchun Dou},
  editor       = {Michael J. Wooldridge and
  Jennifer G. Dy and
  Sriraam Natarajan},
  title        = {FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local
  Parameter Sharing},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
  Canada},
  pages        = {12848--12856},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i11.29181},
  doi          = {10.1609/AAAI.V38I11.29181},
}

@inproceedings{DBLP:conf/mm/Zhang0CYG0HQ24,
  author       = {Zhedong Zhang and
  Liang Li and
  Gaoxiang Cong and
  Haibing Yin and
  Yuhan Gao and
  Chenggang Yan and
  Anton van den Hengel and
  Yuankai Qi},
  editor       = {Jianfei Cai and
  Mohan S. Kankanhalli and
  Balakrishnan Prabhakaran and
  Susanne Boll and
  Ramanathan Subramanian and
  Liang Zheng and
  Vivek K. Singh and
  Pablo C{\'{e}}sar and
  Lexing Xie and
  Dong Xu},
  title        = {From Speaker to Dubber: Movie Dubbing with Prosody and Duration Consistency
  Learning},
  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Multimedia,
  {MM} 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November
  2024},
  pages        = {7523--7532},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3664647.3680777},
  doi          = {10.1145/3664647.3680777},
}

@inproceedings{DBLP:conf/cvpr/HuYQZ24,
  author       = {Tao Hu and
  Qingsen Yan and
  Yuankai Qi and
  Yanning Zhang},
  title        = {Generating Content for {HDR} Deghosting from Frequency View},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024},
  pages        = {25732--25741},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CVPR52733.2024.02431},
  doi          = {10.1109/CVPR52733.2024.02431},
}

@inproceedings{DBLP:conf/icpr/ZhangLZHWYYQ24,
  author       = {Zhedong Zhang and
  Liang Li and
  Jiehua Zhang and
  Zhenghui Hu and
  Hongkui Wang and
  Chenggang Yan and
  Jian Yang and
  Yuankai Qi},
  editor       = {Apostolos Antonacopoulos and
  Subhasis Chaudhuri and
  Rama Chellappa and
  Cheng{-}Lin Liu and
  Saumik Bhattacharya and
  Umapada Pal},
  title        = {Generating High-Quality Symbolic Music Using Fine-Grained Discriminators},
  booktitle    = {Pattern Recognition - 27th International Conference, {ICPR} 2024,
  Kolkata, India, December 1-5, 2024, Proceedings, Part {XX}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15320},
  pages        = {332--344},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-78498-9\_23},
  doi          = {10.1007/978-3-031-78498-9\_23},
}

@inproceedings{DBLP:conf/cikm/ZhouLQ0DZZZ24,
  author       = {Xucheng Zhou and
  Yuwen Liu and
  Lianyong Qi and
  Xiaolong Xu and
  Wanchun Dou and
  Xuyun Zhang and
  Yang Zhang and
  Xiaokang Zhou},
  editor       = {Edoardo Serra and
  Francesca Spezzano},
  title        = {GLFNet: Global and Local Frequency-domain Network for Long-term Time
  Series Forecasting},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
  2024},
  pages        = {3527--3536},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3627673.3679579},
  doi          = {10.1145/3627673.3679579},
}

@inproceedings{DBLP:conf/kdd/0002LLDY024,
  author       = {Xiaoxiao Ma and
  Ruikun Li and
  Fanzhen Liu and
  Kaize Ding and
  Jian Yang and
  Jia Wu},
  editor       = {Ricardo Baeza{-}Yates and
  Francesco Bonchi},
  title        = {Graph Anomaly Detection with Few Labels: {A} Data-Centric Approach},
  booktitle    = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
  and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
  pages        = {2153--2164},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3637528.3671929},
  doi          = {10.1145/3637528.3671929},
}

@inproceedings{DBLP:conf/ijcai/Luo000BSMSGY24,
  author       = {Xuexiong Luo and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Amin Beheshti and
  Quan Z. Sheng and
  David McAlpine and
  Paul F. Sowman and
  Alexis Giral and
  Philip S. Yu},
  title        = {Graph Neural Networks for Brain Graph Learning: {A} Survey},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {8170--8178},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/903},
}

@inproceedings{DBLP:conf/www/LiuQL0ZD24,
  author       = {Yuwen Liu and
  Lianyong Qi and
  Weiming Liu and
  Xiaolong Xu and
  Xuyun Zhang and
  Wanchun Dou},
  editor       = {Tat{-}Seng Chua and
  Chong{-}Wah Ngo and
  Roy Ka{-}Wei Lee and
  Ravi Kumar and
  Hady W. Lauw},
  title        = {GraphSAGE-based {POI} Recommendation via Continuous-Time Modeling},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
  Singapore, Singapore, May 13-17, 2024},
  pages        = {585--588},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3589335.3651515},
  doi          = {10.1145/3589335.3651515},
}

@inproceedings{DBLP:conf/edbt/ShabaniB0NFJ24,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Jia Wu and
  Maryam Khanian Najafabadi and
  Jin Foo and
  Alireza Jolfaei},
  editor       = {Letizia Tanca and
  Qiong Luo and
  Giuseppe Polese and
  Loredana Caruccio and
  Xavier Oriol and
  Donatella Firmani},
  title        = {GraphSUM: Scalable Graph Summarization for Efficient Question Answering},
  booktitle    = {Proceedings 27th International Conference on Extending Database Technology,
  {EDBT} 2024, Paestum, Italy, March 25 - March 28},
  pages        = {794--797},
  publisher    = {OpenProceedings.org},
  year         = {2024},
  url          = {https://doi.org/10.48786/edbt.2024.72},
  doi          = {10.48786/EDBT.2024.72},
}

@inproceedings{DBLP:conf/www/Zhang000024,
  author       = {Yuchen Zhang and
  Xiaoxiao Ma and
  Jia Wu and
  Jian Yang and
  Hao Fan},
  editor       = {Tat{-}Seng Chua and
  Chong{-}Wah Ngo and
  Ravi Kumar and
  Hady W. Lauw and
  Roy Ka{-}Wei Lee},
  title        = {Heterogeneous Subgraph Transformer for Fake News Detection},
  booktitle    = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
  May 13-17, 2024},
  pages        = {1272--1282},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3589334.3645680},
  doi          = {10.1145/3589334.3645680},
}

@inproceedings{DBLP:conf/icws/TuMQ0Z24,
  author       = {Longchuan Tu and
  Shunmei Meng and
  Lianyong Qi and
  Xiaolong Xu and
  Xuyun Zhang},
  title        = {Hyperbolic Contrastive Learning with Second Order Sampling for Collaborative
  Filtering},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {281--290},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00050},
  doi          = {10.1109/ICWS62655.2024.00050},
}

@inproceedings{DBLP:conf/icassp/XiaZX0WD24,
  author       = {Zhenchang Xia and
  Guanqun Zheng and
  Shengwu Xiong and
  Jia Wu and
  Junyin Wang and
  Chenghu Du},
  title        = {{IFNET:} Integrating Data Augmentation and Decoupled Attention Fusion
  for 3D Object Detection},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
  {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
  pages        = {9451--9455},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICASSP48485.2024.10446519},
  doi          = {10.1109/ICASSP48485.2024.10446519},
}

@inproceedings{DBLP:conf/icde/CaiYLSYWZG24,
  author       = {Taotao Cai and
  Shuiqiao Yang and
  Jianxin Li and
  Quan Z. Sheng and
  Jian Yang and
  Xin Wang and
  Wei Emma Zhang and
  Longxiang Gao},
  title        = {Incremental Graph Computation: Anchored Vertex Tracking in Dynamic
  Social Networks (Extended Abstract)},
  booktitle    = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
  Utrecht, The Netherlands, May 13-16, 2024},
  pages        = {5723--5724},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDE60146.2024.00493},
  doi          = {10.1109/ICDE60146.2024.00493},
}

@inproceedings{DBLP:conf/iconip/JainPUMKB24,
  author       = {Hardik A. Jain and
  Chirayu Patel and
  Riyasatali Umatiya and
  Sajib Mistry and
  Aneesh Krishna and
  Amin Beheshti},
  editor       = {Mufti Mahmud and
  Maryam Doborjeh and
  Kevin Kok Wai Wong and
  Andrew Chi{-}Sing Leung and
  Zohreh Doborjeh and
  M. Tanveer},
  title        = {MedSiML: {A} Multilingual Approach for Simplifying Medical Texts},
  booktitle    = {Neural Information Processing - 31st International Conference, {ICONIP}
  2024, Auckland, New Zealand, December 2-6, 2024, Proceedings, Part
  {XI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15296},
  pages        = {165--179},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-6606-5\_12},
  doi          = {10.1007/978-981-96-6606-5\_12},
}

@inproceedings{DBLP:conf/IEEEscc/Beheshti24,
  author       = {Amin Beheshti},
  title        = {Natural Language-Oriented Programming {(NLOP):} Towards Democratizing
  Software Creation},
  booktitle    = {{IEEE} International Conference on Software Services Engineering,
  {SSE} 2024, Shenzhen, China, July 7-13, 2024},
  pages        = {258--267},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/SSE62657.2024.00047},
  doi          = {10.1109/SSE62657.2024.00047},
}

@inproceedings{DBLP:conf/cikm/ZhuangZ00S24,
  author       = {Haojie Zhuang and
  Wei Emma Zhang and
  Jian Yang and
  Weitong Chen and
  Quan Z. Sheng},
  editor       = {Edoardo Serra and
  Francesca Spezzano},
  title        = {Not All Negatives are Equally Negative: Soft Contrastive Learning
  for Unsupervised Sentence Representations},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
  2024},
  pages        = {3591--3601},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3627673.3679745},
  doi          = {10.1145/3627673.3679745},
}

@inproceedings{DBLP:conf/emnlp/0002ZDY0024,
  author       = {Xiaoxiao Ma and
  Yuchen Zhang and
  Kaize Ding and
  Jian Yang and
  Jia Wu and
  Hao Fan},
  editor       = {Yaser Al{-}Onaizan and
  Mohit Bansal and
  Yun{-}Nung Chen},
  title        = {On Fake News Detection with {LLM} Enhanced Semantics Mining},
  booktitle    = {Proceedings of the 2024 Conference on Empirical Methods in Natural
  Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
  2024},
  pages        = {508--521},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.emnlp-main.31},
  doi          = {10.18653/V1/2024.EMNLP-MAIN.31},
}

@inproceedings{DBLP:conf/icws/LiuX0JQZ24,
  author       = {Guoqiang Liu and
  Xiaolong Xu and
  Xiyuan Xu and
  Xinyue Ji and
  Lianyong Qi and
  Xuyun Zhang},
  title        = {Optimized {MARL} for Latency-Sensitive Collaborative Service Placement
  in Edge Computing},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {1089--1096},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00127},
  doi          = {10.1109/ICWS62655.2024.00127},
}

@inproceedings{DBLP:conf/wise/ZhaoLWSDYP24,
  author       = {Huanyu Zhao and
  Tongliang Li and
  Shiting Wen and
  Zhenyu Shu and
  Ke Deng and
  Jian Yang and
  Chaoyi Pang},
  editor       = {Mahmoud Barhamgi and
  Hua Wang and
  Xin Wang},
  title        = {Representation with Minimized Max-Error in Optimal Piecewise Linear
  Approximation of Time Series Data},
  booktitle    = {Web Information Systems Engineering - {WISE} 2024 - 25th International
  Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15436},
  pages        = {133--147},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0579-8\_10},
  doi          = {10.1007/978-981-96-0579-8\_10},
}

@inproceedings{DBLP:conf/wise/HaghighiSSYSYB24,
  author       = {Venus Haghighi and
  Nasrin Shabani and
  Behnaz Soltani and
  Lina Yao and
  Quan Z. Sheng and
  Jian Yang and
  Amin Beheshti},
  editor       = {Mahmoud Barhamgi and
  Hua Wang and
  Xin Wang},
  title        = {Robust Graph Learning Against Camouflaged Malicious Actors},
  booktitle    = {Web Information Systems Engineering - {WISE} 2024 - 25th International
  Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15437},
  pages        = {146--161},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0567-5\_12},
  doi          = {10.1007/978-981-96-0567-5\_12},
}

@inproceedings{DBLP:conf/wise/TuMLLBZ24,
  author       = {Longchuan Tu and
  Shunmei Meng and
  Xiao Liu and
  Guanfeng Liu and
  Amin Beheshti and
  Xuyun Zhang},
  editor       = {Mahmoud Barhamgi and
  Hua Wang and
  Xin Wang},
  title        = {Semantic Similarity-Based Graph Contrastive Learning for Recommender
  System},
  booktitle    = {Web Information Systems Engineering - {WISE} 2024 - 25th International
  Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15438},
  pages        = {17--31},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0570-5\_2},
  doi          = {10.1007/978-981-96-0570-5\_2},
}

@inproceedings{DBLP:conf/ijcai/ChiZ0QB0CWH24,
  author       = {Xiaoxiao Chi and
  Xuyun Zhang and
  Yan Wang and
  Lianyong Qi and
  Amin Beheshti and
  Xiaolong Xu and
  Kim{-}Kwang Raymond Choo and
  Shuo Wang and
  Hongsheng Hu},
  title        = {Shadow-Free Membership Inference Attacks: Recommender Systems Are
  More Vulnerable Than You Thought},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {5781--5789},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/639},
}

@inproceedings{DBLP:conf/icaart/Anwar0Z24,
  author       = {Adeem Ali Anwar and
  Guanfeng Liu and
  Xuyun Zhang},
  editor       = {Ana Paula Rocha and
  Luc Steels and
  H. Jaap van den Herik},
  title        = {Solving Many-Objective Optimization Problems Using Selection Hyper-Heuristics},
  booktitle    = {Proceedings of the 16th International Conference on Agents and Artificial
  Intelligence, {ICAART} 2024, Volume 3, Rome, Italy, February 24-26,
  2024},
  pages        = {194--201},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0012314400003636},
  doi          = {10.5220/0012314400003636},
}

@inproceedings{DBLP:conf/dasfaa/ZhangZQXLD24,
  author       = {Guoming Zhang and
  Xuyun Zhang and
  Lianyong Qi and
  Xiaolong Xu and
  Man Li and
  Wanchun Dou},
  editor       = {Makoto Onizuka and
  Jae{-}Gil Lee and
  Yongxin Tong and
  Chuan Xiao and
  Yoshiharu Ishikawa and
  Sihem Amer{-}Yahia and
  H. V. Jagadish and
  Kejing Lu},
  title        = {Spatio-Temporal Aware Next Point-of-Interest Recommendation with Privacy
  Preserving},
  booktitle    = {Database Systems for Advanced Applications - 29th International Conference,
  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14853},
  pages        = {156--172},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-5562-2\_10},
  doi          = {10.1007/978-981-97-5562-2\_10},
}

@inproceedings{DBLP:conf/miccai/PhanXZQLPPVT24,
  author       = {Vu Minh Hieu Phan and
  Yutong Xie and
  Bowen Zhang and
  Yuankai Qi and
  Zhibin Liao and
  Antonios Perperidis and
  Son Lam Phung and
  Johan W. Verjans and
  Minh{-}Son To},
  editor       = {Marius George Linguraru and
  Qi Dou and
  Aasa Feragen and
  Stamatia Giannarou and
  Ben Glocker and
  Karim Lekadir and
  Julia A. Schnabel},
  title        = {Structural Attention: Rethinking Transformer for Unpaired Medical
  Image Synthesis},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
  2024 - 27th International Conference, Marrakesh, Morocco, October
  6-10, 2024, Proceedings, Part {VII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15007},
  pages        = {690--700},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72104-5\_66},
  doi          = {10.1007/978-3-031-72104-5\_66},
}

@inproceedings{DBLP:conf/acl/CongQLBZH00H24,
  author       = {Gaoxiang Cong and
  Yuankai Qi and
  Liang Li and
  Amin Beheshti and
  Zhedong Zhang and
  Anton van den Hengel and
  Ming{-}Hsuan Yang and
  Chenggang Yan and
  Qingming Huang},
  editor       = {Lun{-}Wei Ku and
  Andre Martins and
  Vivek Srikumar},
  title        = {StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2024,
  Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  series       = {Findings of {ACL}},
  volume       = {{ACL} 2024},
  pages        = {6767--6779},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.findings-acl.404},
  doi          = {10.18653/V1/2024.FINDINGS-ACL.404},
}

@inproceedings{DBLP:conf/icws/LotfiBJB0Y24,
  author       = {Fariba Lotfi and
  Amin Beheshti and
  Mansour Jamzad and
  Hamid Beigy and
  Jia Wu and
  Philip S. Yu},
  title        = {The Open Story Model {(OSM):} Transforming Big Data into Interactive
  Narratives},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {1177--1187},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00141},
  doi          = {10.1109/ICWS62655.2024.00141},
}

@inproceedings{DBLP:conf/eacl/ZhuangZDYS24,
  author       = {Haojie Zhuang and
  Wei Emma Zhang and
  Chang Dong and
  Jian Yang and
  Quan Sheng},
  editor       = {Yvette Graham and
  Matthew Purver},
  title        = {Trainable Hard Negative Examples in Contrastive Learning for Unsupervised
  Abstractive Summarization},
  booktitle    = {Findings of the Association for Computational Linguistics: {EACL}
  2024, St. Julian's, Malta, March 17-22, 2024},
  series       = {Findings of {ACL}},
  volume       = {{EACL} 2024},
  pages        = {1589--1600},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.findings-eacl.110},
  doi          = {10.18653/V1/2024.FINDINGS-EACL.110},
}

@inproceedings{DBLP:conf/icdm/HaghighiSSWZ0SY24,
  author       = {Venus Haghighi and
  Behnaz Soltani and
  Nasrin Shabani and
  Jia Wu and
  Yang Zhang and
  Lina Yao and
  Quan Z. Sheng and
  Jian Yang},
  editor       = {Elena Baralis and
  Kun Zhang and
  Ernesto Damiani and
  M{\'{e}}rouane Debbah and
  Panos Kalnis and
  Xindong Wu},
  title        = {{TROPICAL:} Transformer-Based Hypergraph Learning for Camouflaged
  Fraudster Detection},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2024, Abu Dhabi,
  United Arab Emirates, December 9-12, 2024},
  pages        = {121--130},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDM59182.2024.00019},
  doi          = {10.1109/ICDM59182.2024.00019},
}

@inproceedings{DBLP:conf/adma/LouLWLZLCW24,
  author       = {Jiazhen Lou and
  Zhao Li and
  Hong Wen and
  Jingsong Lv and
  Jing Zhang and
  Fuyu Lv and
  Zulong Chen and
  Jia Wu},
  editor       = {Quan Z. Sheng and
  Gill Dobbie and
  Jing Jiang and
  Xuyun Zhang and
  Wei Emma Zhang and
  Yannis Manolopoulos and
  Jia Wu and
  Wathiq Mansoor and
  Congbo Ma},
  title        = {UID-Net: Enhancing Click-Through Rate Prediction in Trigger-Induced
  Recommendation Through User Interest Decomposition},
  booktitle    = {Advanced Data Mining and Applications - 20th International Conference,
  {ADMA} 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings,
  Part {VI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15392},
  pages        = {49--64},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0850-8\_4},
  doi          = {10.1007/978-981-96-0850-8\_4},
}

@inproceedings{DBLP:conf/cvpr/LiuLQYHH0H24,
  author       = {Xinyan Liu and
  Guorong Li and
  Yuankai Qi and
  Ziheng Yan and
  Zhenjun Han and
  Anton van den Hengel and
  Ming{-}Hsuan Yang and
  Qingming Huang},
  title        = {Weakly Supervised Video Individual Counting},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024},
  pages        = {19228--19237},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CVPR52733.2024.01819},
  doi          = {10.1109/CVPR52733.2024.01819},
}

@inproceedings{DBLP:conf/ijcai/0008WZMT0024,
  author       = {Chuang Liu and
  Yuyao Wang and
  Yibing Zhan and
  Xueqi Ma and
  Dapeng Tao and
  Jia Wu and
  Wenbin Hu},
  title        = {Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {2180--2188},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/241},
}

@inproceedings{DBLP:conf/ijcai/Li00C0024,
  author       = {Kun Li and
  Weiwei Liu and
  Yong Luo and
  Xiantao Cai and
  Jia Wu and
  Wenbin Hu},
  title        = {Zero-shot Learning for Preclinical Drug Screening},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {2117--2125},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/234},
}

@inproceedings{DBLP:conf/wise/BatsuuriXYW24,
  author       = {Tseesuren Batsuuri and
  Shan Xue and
  Jian Yang and
  Jia Wu},
  editor       = {Mahmoud Barhamgi and
  Hua Wang and
  Xin Wang and
  Esma A{\"{\i}}meur and
  Michael Mrissa and
  Belkacem Chikhaoui and
  Khouloud Boukadi and
  Rima Grati and
  Zakaria Maamar},
  title        = {Time Distance Aware for Multi-component Graph Collaborative Filtering},
  booktitle    = {Web Information Systems Engineering - {WISE} 2024 PhD Symposium, Demos
  and Workshops - WEB-for-GOOD 2024, {AIWDA} 2024, {SWIFT-AG} 2024,
  and Demos, Doha, Qatar, December 2-5, 2024, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {15463},
  pages        = {111--121},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-1483-7\_9},
  doi          = {10.1007/978-981-96-1483-7\_9},
}

@article{DBLP:journals/corr/abs-2405-14545,
  author       = {Hongzhi Zhang and
  Xiuwen Gong and
  Shirui Pan and
  Jia Wu and
  Bo Du and
  Wenbin Hu},
  title        = {A Cross-Field Fusion Strategy for Drug-Target Interaction Prediction},
  journal      = {CoRR},
  volume       = {abs/2405.14545},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.14545},
  doi          = {10.48550/ARXIV.2405.14545},
  eprinttype   = {arXiv},
  eprint       = {2405.14545},
}

@article{DBLP:journals/corr/abs-2412-11074,
  author       = {Baocai Yin and
  Ji Zhao and
  Huajie Jiang and
  Ningning Hou and
  Yongli Hu and
  Amin Beheshti and
  Ming{-}Hsuan Yang and
  Yuankai Qi},
  title        = {Adapter-Enhanced Semantic Prompting for Continual Learning},
  journal      = {CoRR},
  volume       = {abs/2412.11074},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2412.11074},
  doi          = {10.48550/ARXIV.2412.11074},
  eprinttype   = {arXiv},
  eprint       = {2412.11074},
}

@article{DBLP:journals/corr/abs-2406-00403,
  author       = {Zelin Yao and
  Chuang Liu and
  Xueqi Ma and
  Mukun Chen and
  Jia Wu and
  Xiantao Cai and
  Bo Du and
  Wenbin Hu},
  title        = {Dual-perspective Cross Contrastive Learning in Graph Transformers},
  journal      = {CoRR},
  volume       = {abs/2406.00403},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.00403},
  doi          = {10.48550/ARXIV.2406.00403},
  eprinttype   = {arXiv},
  eprint       = {2406.00403},
}

@article{DBLP:journals/corr/abs-2408-09106,
  author       = {Kun Li and
  Xiantao Cai and
  Jia Wu and
  Bo Du and
  Wenbin Hu},
  title        = {Fragment-Masked Molecular Optimization},
  journal      = {CoRR},
  volume       = {abs/2408.09106},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2408.09106},
  doi          = {10.48550/ARXIV.2408.09106},
  eprinttype   = {arXiv},
  eprint       = {2408.09106},
}

@article{DBLP:journals/corr/abs-2411-12588,
  author       = {Congbo Ma and
  Hu Wang and
  Zitai Qiu and
  Shan Xue and
  Jia Wu and
  Jian Yang and
  Preslav Nakov and
  Quan Z. Sheng},
  title        = {Learning To Sample the Meta-Paths for Social Event Detection},
  journal      = {CoRR},
  volume       = {abs/2411.12588},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2411.12588},
  doi          = {10.48550/ARXIV.2411.12588},
  eprinttype   = {arXiv},
  eprint       = {2411.12588},
}

@article{DBLP:journals/corr/abs-2407-01925,
  author       = {Zijian Ying and
  Qianmu Li and
  Tao Wang and
  Zhichao Lian and
  Shunmei Meng and
  Xuyun Zhang},
  title        = {Looking From the Future: Multi-order Iterations Can Enhance Adversarial
  Attack Transferability},
  journal      = {CoRR},
  volume       = {abs/2407.01925},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.01925},
  doi          = {10.48550/ARXIV.2407.01925},
  eprinttype   = {arXiv},
  eprint       = {2407.01925},
}

@article{DBLP:journals/corr/abs-2410-03198,
  author       = {Saleh Afzoon and
  Usman Naseem and
  Amin Beheshti and
  Zahra Jamali},
  title        = {PersoBench: Benchmarking Personalized Response Generation in Large
  Language Models},
  journal      = {CoRR},
  volume       = {abs/2410.03198},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.03198},
  doi          = {10.48550/ARXIV.2410.03198},
  eprinttype   = {arXiv},
  eprint       = {2410.03198},
}

@article{DBLP:journals/corr/abs-2405-14536,
  author       = {Kun Li and
  Xiuwen Gong and
  Shirui Pan and
  Jia Wu and
  Bo Du and
  Wenbin Hu},
  title        = {Regressor-free Molecule Generation to Support Drug Response Prediction},
  journal      = {CoRR},
  volume       = {abs/2405.14536},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.14536},
  doi          = {10.48550/ARXIV.2405.14536},
  eprinttype   = {arXiv},
  eprint       = {2405.14536},
}

@article{DBLP:journals/corr/abs-2405-07046,
  author       = {Yunchuan Ma and
  Laiyun Qing and
  Guorong Li and
  Yuankai Qi and
  Quan Z. Sheng and
  Qingming Huang},
  title        = {Retrieval Enhanced Zero-Shot Video Captioning},
  journal      = {CoRR},
  volume       = {abs/2405.07046},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.07046},
  doi          = {10.48550/ARXIV.2405.07046},
  eprinttype   = {arXiv},
  eprint       = {2405.07046},
}

@article{DBLP:journals/corr/abs-2410-13597,
  author       = {Yida Xiong and
  Kun Li and
  Weiwei Liu and
  Jia Wu and
  Bo Du and
  Shirui Pan and
  Wenbin Hu},
  title        = {Text-Guided Multi-Property Molecular Optimization with a Diffusion
  Language Model},
  journal      = {CoRR},
  volume       = {abs/2410.13597},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.13597},
  doi          = {10.48550/ARXIV.2410.13597},
  eprinttype   = {arXiv},
  eprint       = {2410.13597},
}

@article{DBLP:journals/corr/abs-2411-17361,
  author       = {Jing Du and
  Zesheng Ye and
  Bin Guo and
  Zhiwen Yu and
  Jia Wu and
  Jian Yang and
  Michael Sheng and
  Lina Yao},
  title        = {Towards Robust Cross-Domain Recommendation with Joint Identifiability
  of User Preference},
  journal      = {CoRR},
  volume       = {abs/2411.17361},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2411.17361},
  doi          = {10.48550/ARXIV.2411.17361},
  eprinttype   = {arXiv},
  eprint       = {2411.17361},
}

@article{DBLP:journals/corr/abs-2403-07834,
  author       = {Sahar Moradizeyveh and
  Mehnaz Tabassum and
  Sidong Liu and
  Robert Ahadizad Newport and
  Amin Beheshti and
  Antonio Di Ieva},
  title        = {When Eye-Tracking Meets Machine Learning: {A} Systematic Review on
  Applications in Medical Image Analysis},
  journal      = {CoRR},
  volume       = {abs/2403.07834},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.07834},
  doi          = {10.48550/ARXIV.2403.07834},
  eprinttype   = {arXiv},
  eprint       = {2403.07834},
}

@article{DBLP:journals/mms/KausarRSB23,
  author       = {Asma Kausar and
  Imran Razzak and
  Mohd Ibrahim Shapiai and
  Amin Beheshti},
  title        = {3D shallow deep neural network for fast and precise segmentation of
  left atrium},
  journal      = {Multim. Syst.},
  volume       = {29},
  number       = {3},
  pages        = {1739--1749},
  year         = {2023},
  url          = {https://doi.org/10.1007/s00530-021-00776-8},
  doi          = {10.1007/S00530-021-00776-8},
}

@article{DBLP:journals/algorithms/SobhanmaneshBNCRG23,
  author       = {Fariborz Sobhanmanesh and
  Amin Beheshti and
  Nicholas Nouri and
  Natalia Monje Chapparo and
  Sandya Raj and
  Richard A. George},
  title        = {A Cognitive Model for Technology Adoption},
  journal      = {Algorithms},
  volume       = {16},
  number       = {3},
  pages        = {155},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16030155},
  doi          = {10.3390/A16030155},
}

@article{DBLP:journals/tkde/MaWXYZSXA23,
  author       = {Xiaoxiao Ma and
  Jia Wu and
  Shan Xue and
  Jian Yang and
  Chuan Zhou and
  Quan Z. Sheng and
  Hui Xiong and
  Leman Akoglu},
  title        = {A Comprehensive Survey on Graph Anomaly Detection With Deep Learning},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {12},
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  title        = {A Correlation Graph Based Approach for Personalized and Compatible
  Web APIs Recommendation in Mobile {APP} Development},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
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}

@article{DBLP:journals/pr/WengFWHTZW23,
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  Jin Fan and
  Huifeng Wu and
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  Fu Zhu and
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  title        = {A Decomposition Dynamic graph convolutional recurrent network for
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  year         = {2023},
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}

@article{DBLP:journals/fgcs/WangWFSW23,
  author       = {Zehao Wang and
  Huifeng Wu and
  Jin Fan and
  Danfeng Sun and
  Jia Wu},
  title        = {A robust feature reinforcement framework for heterogeneous graphs
  neural networks},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {141},
  pages        = {143--153},
  year         = {2023},
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}

@article{DBLP:journals/tkde/JinYJPHWYZ23,
  author       = {Di Jin and
  Zhizhi Yu and
  Pengfei Jiao and
  Shirui Pan and
  Dongxiao He and
  Jia Wu and
  Philip S. Yu and
  Weixiong Zhang},
  title        = {A Survey of Community Detection Approaches: From Statistical Modeling
  to Deep Learning},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
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  pages        = {1149--1170},
  year         = {2023},
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  doi          = {10.1109/TKDE.2021.3104155},
}

@article{DBLP:journals/kais/FuLWQSJWPY23,
  author       = {Xingcheng Fu and
  Jianxin Li and
  Jia Wu and
  Jiawen Qin and
  Qingyun Sun and
  Cheng Ji and
  Senzhang Wang and
  Hao Peng and
  Philip S. Yu},
  title        = {Adaptive curvature exploration geometric graph neural network},
  journal      = {Knowl. Inf. Syst.},
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}

@article{DBLP:journals/pami/LiSPYWY23,
  author       = {Jianxin Li and
  Qingyun Sun and
  Hao Peng and
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  title        = {Adaptive Subgraph Neural Network With Reinforced Critical Structure
  Mining},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
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}

@article{DBLP:journals/nn/FanWWSWL23,
  author       = {Jin Fan and
  Zehao Wang and
  Huifeng Wu and
  Danfeng Sun and
  Jia Wu and
  Xin Lu},
  title        = {An Adversarial Time-Frequency Reconstruction Network for Unsupervised
  Anomaly Detection},
  journal      = {Neural Networks},
  volume       = {168},
  pages        = {44--56},
  year         = {2023},
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  doi          = {10.1016/J.NEUNET.2023.09.018},
}

@article{DBLP:journals/hisas/ZhaoLYP23,
  author       = {Huanyu Zhao and
  Tongliang Li and
  Jian Yang and
  Chaoyi Pang},
  title        = {An error-bounded median filter for correcting {ECG} baseline wander},
  journal      = {Health Inf. Sci. Syst.},
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}

@article{DBLP:journals/compsec/MengLQ0YZ23,
  author       = {Shunmei Meng and
  Qianmu Li and
  Lianyong Qi and
  Xiaolong Xu and
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  title        = {An intelligent recommendation method based on multi-interest network
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}

@article{DBLP:journals/nca/MeiHX23,
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}

@article{DBLP:journals/titb/HuSDZ23,
  author       = {Xiyuan Hu and
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  Xuyun Zhang},
  title        = {Auditory Receptive Field Net Based Automatic Snore Detection for Wearable
  Devices},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {27},
  number       = {5},
  pages        = {2255--2263},
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}

@article{DBLP:journals/tnn/WangZYWXXY23,
  author       = {Qi Wang and
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  Jian Yang and
  Jia Wu and
  Shan Xue and
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  title        = {C-DeepTrust: {A} Context-Aware Deep Trust Prediction Model in Online
  Social Networks},
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}

@article{DBLP:journals/nn/TangCWTMSM23,
  author       = {Yunbo Tang and
  Dan Chen and
  Jia Wu and
  Weiping Tu and
  Jessica J. M. Monaghan and
  Paul F. Sowman and
  David McAlpine},
  title        = {Corrigendum to "Functional Connectivity Learning via Siamese-based
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  journal      = {Neural Networks},
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  year         = {2023},
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}

@article{DBLP:journals/tbd/LiangCCWWBT23,
  author       = {Weichao Liang and
  Jie Cao and
  Lei Chen and
  Youquan Wang and
  Jia Wu and
  Amin Beheshti and
  Jiangnan Tang},
  title        = {Crime Prediction With Missing Data Via Spatiotemporal Regularized
  Tensor Decomposition},
  journal      = {{IEEE} Trans. Big Data},
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  pages        = {1392--1407},
  year         = {2023},
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  doi          = {10.1109/TBDATA.2023.3283098},
}

@article{DBLP:journals/tnse/SunZCWW23,
  author       = {Danfeng Sun and
  Jianyong Zhao and
  Baiping Chen and
  Huifeng Wu and
  Jia Wu},
  title        = {Cross-Level Dependability Assessment With a Distributed Split Mechanism
  for Wireless Communication Systems},
  journal      = {{IEEE} Trans. Netw. Sci. Eng.},
  volume       = {10},
  number       = {5},
  pages        = {2832--2842},
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  url          = {https://doi.org/10.1109/TNSE.2022.3194535},
  doi          = {10.1109/TNSE.2022.3194535},
}

@article{DBLP:journals/nca/HuangZWLW23,
  author       = {Qi Huang and
  Chuan Zhou and
  Jia Wu and
  Luchen Liu and
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  title        = {Deep spatial-temporal structure learning for rumor detection on Twitter},
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  pages        = {12995--13005},
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@article{DBLP:journals/tits/SchiliroMRB23,
  author       = {Francesco Schiliro and
  Nour Moustafa and
  Imran Razzak and
  Amin Beheshti},
  title        = {DeepCog: {A} Trustworthy Deep Learning-Based Human Cognitive Privacy
  Framework in Industrial Policing},
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  number       = {7},
  pages        = {7485--7493},
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}

@article{DBLP:journals/concurrency/HuDS0ZLZ23,
  author       = {Hongsheng Hu and
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  Zoran Salcic and
  Meng Liu and
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  title        = {Differentially private locality sensitive hashing based federated
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  number       = {14},
  year         = {2023},
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@article{DBLP:journals/jsac/QiXWNYZ23,
  author       = {Lianyong Qi and
  Xiaolong Xu and
  Xiaotong Wu and
  Qiang Ni and
  Yuan Yuan and
  Xuyun Zhang},
  title        = {Digital-Twin-Enabled 6G Mobile Network Video Streaming Using Mobile
  Crowdsourcing},
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  number       = {10},
  pages        = {3161--3174},
  year         = {2023},
  url          = {https://doi.org/10.1109/JSAC.2023.3310077},
  doi          = {10.1109/JSAC.2023.3310077},
}

@article{DBLP:journals/iotj/LiWPL23,
  author       = {Bentian Li and
  Jia Wu and
  Dechang Pi and
  Yunxia Lin},
  title        = {Dual Mutual Robust Graph Convolutional Network for Weakly Supervised
  Node Classification in Social Networks of Internet of People},
  journal      = {{IEEE} Internet Things J.},
  volume       = {10},
  number       = {16},
  pages        = {14798--14809},
  year         = {2023},
  url          = {https://doi.org/10.1109/JIOT.2021.3091883},
  doi          = {10.1109/JIOT.2021.3091883},
}

@article{DBLP:journals/tkde/WangCBWW23,
  author       = {Yuyao Wang and
  Jie Cao and
  Zhan Bu and
  Jia Wu and
  Youquan Wang},
  title        = {Dual Structural Consistency Preserving Community Detection on Social
  Networks},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {11},
  pages        = {11301--11315},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2022.3230502},
  doi          = {10.1109/TKDE.2022.3230502},
}

@article{DBLP:journals/tbd/LiGWLSPW23,
  author       = {Qian Li and
  Shu Guo and
  Jia Wu and
  Jianxin Li and
  Jiawei Sheng and
  Hao Peng and
  Lihong Wang},
  title        = {Event Extraction by Associating Event Types and Argument Roles},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {9},
  number       = {6},
  pages        = {1549--1560},
  year         = {2023},
  url          = {https://doi.org/10.1109/TBDATA.2023.3291563},
  doi          = {10.1109/TBDATA.2023.3291563},
}

@article{DBLP:journals/pr/LinZWYWCW23,
  author       = {Xixun Lin and
  Chuan Zhou and
  Jia Wu and
  Hong Yang and
  Haibo Wang and
  Yanan Cao and
  Bin Wang},
  title        = {Exploratory Adversarial Attacks on Graph Neural Networks for Semi-Supervised
  Node Classification},
  journal      = {Pattern Recognit.},
  volume       = {133},
  pages        = {109042},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.patcog.2022.109042},
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}

@article{DBLP:journals/tip/LiuLWDCL23,
  author       = {Tong Liu and
  Jing Li and
  Jia Wu and
  Bo Du and
  Jun Chang and
  Yi Liu},
  title        = {Facial Expression Recognition on the High Aggregation Subgraphs},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {32},
  pages        = {3732--3745},
  year         = {2023},
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}

@article{DBLP:journals/nn/Tang00TMSM23,
  author       = {Yunbo Tang and
  Dan Chen and
  Jia Wu and
  Weiping Tu and
  Jessica J. M. Monaghan and
  Paul F. Sowman and
  David McAlpine},
  title        = {Functional connectivity learning via Siamese-based {SPD} matrix representation
  of brain imaging data},
  journal      = {Neural Networks},
  volume       = {163},
  pages        = {272--285},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neunet.2023.04.004},
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}

@article{DBLP:journals/www/XiaWWLHWW23,
  author       = {Zhenchang Xia and
  Libing Wu and
  Fei Wang and
  Xudong Liao and
  Haiyan Hu and
  Jia Wu and
  Dan Wu},
  title        = {Glider: rethinking congestion control with deep reinforcement learning},
  journal      = {World Wide Web {(WWW)}},
  volume       = {26},
  number       = {1},
  pages        = {115--137},
  year         = {2023},
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@article{DBLP:journals/nn/YuMBZWDH23,
  author       = {Wenhang Yu and
  Xueqi Ma and
  James Bailey and
  Yibing Zhan and
  Jia Wu and
  Bo Du and
  Wenbin Hu},
  title        = {Graph structure reforming framework enhanced by commute time distance
  for graph classification},
  journal      = {Neural Networks},
  volume       = {168},
  pages        = {539--548},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neunet.2023.09.044},
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}

@article{DBLP:journals/kais/WeiFYSPWWL23,
  author       = {Yuecen Wei and
  Xingcheng Fu and
  Dongqi Yan and
  Qingyun Sun and
  Hao Peng and
  Jia Wu and
  Jinyan Wang and
  Xianxian Li},
  title        = {Heterogeneous graph neural network with semantic-aware differential
  privacy guarantees},
  journal      = {Knowl. Inf. Syst.},
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  number       = {10},
  pages        = {4085--4110},
  year         = {2023},
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}

@article{DBLP:journals/pami/QiaoQHYWW23,
  author       = {Yanyuan Qiao and
  Yuankai Qi and
  Yicong Hong and
  Zheng Yu and
  Peng Wang and
  Qi Wu},
  title        = {{HOP+:} History-Enhanced and Order-Aware Pre-Training for Vision-and-Language
  Navigation},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
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  pages        = {8524--8537},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2023.3234243},
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@article{DBLP:journals/fgcs/KermanyZB0023,
  author       = {Naime Ranjbar Kermany and
  Weiliang Zhao and
  Tseesuren Batsuuri and
  Jian Yang and
  Jia Wu},
  title        = {Incorporating user rating credibility in recommender systems},
  journal      = {Future Gener. Comput. Syst.},
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  pages        = {30--43},
  year         = {2023},
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  doi          = {10.1016/J.FUTURE.2023.04.029},
}

@article{DBLP:journals/tkde/CaiYLSYWZG23,
  author       = {Taotao Cai and
  Shuiqiao Yang and
  Jianxin Li and
  Quan Z. Sheng and
  Jian Yang and
  Xin Wang and
  Wei Emma Zhang and
  Longxiang Gao},
  title        = {Incremental Graph Computation: Anchored Vertex Tracking in Dynamic
  Social Networks},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
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  pages        = {7030--7044},
  year         = {2023},
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@article{DBLP:journals/www/WangDCWTZ23,
  author       = {Youquan Wang and
  Zhiwen Dai and
  Jie Cao and
  Jia Wu and
  Haicheng Tao and
  Guixiang Zhu},
  title        = {Intra- and inter-association attention network-enhanced policy learning
  for social group recommendation},
  journal      = {World Wide Web {(WWW)}},
  volume       = {26},
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  pages        = {71--94},
  year         = {2023},
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@article{DBLP:journals/tweb/PengYWY23,
  author       = {Hao Peng and
  Jian Yang and
  Jia Wu and
  Philip S. Yu},
  title        = {Introduction to the Special Issue on Advanced Graph Mining on the
  Web: Theory, Algorithms, and Applications: Part 1},
  journal      = {{ACM} Trans. Web},
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  year         = {2023},
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@article{DBLP:journals/tweb/ChenCLWY23,
  author       = {Lei Chen and
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  Weichao Liang and
  Jia Wu and
  Qiaolin Ye},
  title        = {Keywords-enhanced Deep Reinforcement Learning Model for Travel Recommendation},
  journal      = {{ACM} Trans. Web},
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@article{DBLP:journals/algorithms/WangBWLSEA23,
  author       = {Shuang Wang and
  Amin Beheshti and
  Yufei Wang and
  Jianchao Lu and
  Quan Z. Sheng and
  Stephen Elbourn and
  Hamid Alinejad{-}Rokny},
  title        = {Learning Distributed Representations and Deep Embedded Clustering
  of Texts},
  journal      = {Algorithms},
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  pages        = {158},
  year         = {2023},
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@article{DBLP:journals/tbd/LiYLW23,
  author       = {Pengbo Li and
  Hang Yu and
  Xiangfeng Luo and
  Jia Wu},
  title        = {{LGM-GNN:} {A} Local and Global Aware Memory-Based Graph Neural Network
  for Fraud Detection},
  journal      = {{IEEE} Trans. Big Data},
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  pages        = {1116--1127},
  year         = {2023},
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@article{DBLP:journals/ijon/FanLWWSHL23,
  author       = {Jin Fan and
  Zhentao Liu and
  Huifeng Wu and
  Jia Wu and
  Zhanyu Si and
  Peng Hao and
  Tom H. Luan},
  title        = {{LUAD:} {A} lightweight unsupervised anomaly detection scheme for
  multivariate time series data},
  journal      = {Neurocomputing},
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  pages        = {126644},
  year         = {2023},
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@article{DBLP:journals/tits/GuoYJLDB23,
  author       = {Zhiwei Guo and
  Keping Yu and
  Alireza Jolfaei and
  Gang Li and
  Feng Ding and
  Amin Beheshti},
  title        = {Mixed Graph Neural Network-Based Fake News Detection for Sustainable
  Vehicular Social Networks},
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  pages        = {15486--15498},
  year         = {2023},
  url          = {https://doi.org/10.1109/TITS.2022.3185013},
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@article{DBLP:journals/www/LiuCWP23,
  author       = {Yufei Liu and
  Jie Cao and
  Jia Wu and
  Dechang Pi},
  title        = {Modeling the social influence of {COVID-19} via personalized propagation
  with deep learning},
  journal      = {World Wide Web {(WWW)}},
  volume       = {26},
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  pages        = {2075--2097},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11280-022-01129-9},
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@article{DBLP:journals/nn/ZhangXLWDLC23,
  author       = {Chenyan Zhang and
  Shan Xue and
  Jing Li and
  Jia Wu and
  Bo Du and
  Donghua Liu and
  Jun Chang},
  title        = {Multi-Aspect enhanced Graph Neural Networks for recommendation},
  journal      = {Neural Networks},
  volume       = {157},
  pages        = {90--102},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neunet.2022.10.001},
  doi          = {10.1016/J.NEUNET.2022.10.001},
}

@article{DBLP:journals/tkde/ZhaoDWPLBTWY23,
  author       = {Xusheng Zhao and
  Qiong Dai and
  Jia Wu and
  Hao Peng and
  Mingsheng Liu and
  Xu Bai and
  Jianlong Tan and
  Senzhang Wang and
  Philip S. Yu},
  title        = {Multi-View Tensor Graph Neural Networks Through Reinforced Aggregation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {4},
  pages        = {4077--4091},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2022.3142179},
  doi          = {10.1109/TKDE.2022.3142179},
}

@article{DBLP:journals/tdsc/ChenSWCZ23,
  author       = {Yi Chen and
  Zoran Salcic and
  Hongxia Wang and
  Kim{-}Kwang Raymond Choo and
  Xuyun Zhang},
  title        = {{NACA:} {A} Joint Distortion-Based Non-Additive Cost Assignment Method
  for Video Steganography},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {20},
  number       = {3},
  pages        = {2360--2374},
  year         = {2023},
  url          = {https://doi.org/10.1109/TDSC.2022.3182148},
  doi          = {10.1109/TDSC.2022.3182148},
}

@article{DBLP:journals/tnn/LiuXWZYLC23,
  author       = {Sanmin Liu and
  Shan Xue and
  Jia Wu and
  Chuan Zhou and
  Jian Yang and
  Zhao Li and
  Jie Cao},
  title        = {Online Active Learning for Drifting Data Streams},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {1},
  pages        = {186--200},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2021.3091681},
  doi          = {10.1109/TNNLS.2021.3091681},
}

@article{DBLP:journals/kbs/GaoTY0S0Y23,
  author       = {Rong Gao and
  Yuhe Tao and
  Yonghong Yu and
  Jia Wu and
  Xiongkai Shao and
  Jing Li and
  Zhiwei Ye},
  title        = {Self-supervised Dual Hypergraph learning with Intent Disentanglement
  for session-based recommendation},
  journal      = {Knowl. Based Syst.},
  volume       = {270},
  pages        = {110528},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.knosys.2023.110528},
  doi          = {10.1016/J.KNOSYS.2023.110528},
}

@article{DBLP:journals/tkde/DaiWMLPBM23,
  author       = {Chenglong Dai and
  Jia Wu and
  Jessica J. M. Monaghan and
  Guanghui Li and
  Hao Peng and
  Stefanie I. Becker and
  David McAlpine},
  title        = {Semi-Supervised {EEG} Clustering With Multiple Constraints},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {8},
  pages        = {8529--8544},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2022.3206330},
  doi          = {10.1109/TKDE.2022.3206330},
}

@article{DBLP:journals/tetci/LiSDWB23,
  author       = {Guanghui Li and
  Jiahua Shen and
  Chenglong Dai and
  Jia Wu and
  Stefanie I. Becker},
  title        = {ShVEEGc: {EEG} Clustering With Improved Cosine Similarity-Transformed
  Shapley Value},
  journal      = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
  volume       = {7},
  number       = {1},
  pages        = {222--236},
  year         = {2023},
  url          = {https://doi.org/10.1109/TETCI.2022.3189385},
  doi          = {10.1109/TETCI.2022.3189385},
}

@article{DBLP:journals/tkde/XuHWLYY23,
  author       = {Pinghua Xu and
  Wenbin Hu and
  Jia Wu and
  Weiwei Liu and
  Yang Yang and
  Philip S. Yu},
  title        = {Signed Network Representation by Preserving Multi-Order Signed Proximity},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {3},
  pages        = {3087--3100},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3125148},
  doi          = {10.1109/TKDE.2021.3125148},
}

@article{DBLP:journals/ci/ZhangPY23,
  author       = {Xuyun Zhang and
  Deepak Puthal and
  Chi Yang},
  title        = {Special issue on privacy, security, and trust in computational intelligence},
  journal      = {Comput. Intell.},
  volume       = {39},
  number       = {1},
  pages        = {2--3},
  year         = {2023},
  url          = {https://doi.org/10.1111/coin.12569},
  doi          = {10.1111/COIN.12569},
}

@article{DBLP:journals/tgrs/SongLWDCWL23,
  author       = {Beihang Song and
  Jing Li and
  Jia Wu and
  Bo Du and
  Jun Chang and
  Jun Wan and
  Tianpeng Liu},
  title        = {{SRDF:} Single-Stage Rotate Object Detector via Dense Prediction and
  False Positive Suppression},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {61},
  pages        = {1--16},
  year         = {2023},
  url          = {https://doi.org/10.1109/TGRS.2023.3299299},
  doi          = {10.1109/TGRS.2023.3299299},
}

@article{DBLP:journals/algorithms/LotfiBFPJB23,
  author       = {Fariba Lotfi and
  Amin Beheshti and
  Helia Farhood and
  Matineh Pooshideh and
  Mansour Jamzad and
  Hamid Beigy},
  title        = {Storytelling with Image Data: {A} Systematic Review and Comparative
  Analysis of Methods and Tools},
  journal      = {Algorithms},
  volume       = {16},
  number       = {3},
  pages        = {135},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16030135},
  doi          = {10.3390/A16030135},
}

@article{DBLP:journals/tkde/QiuWHDYY23,
  author       = {Zhenyu Qiu and
  Jia Wu and
  Wenbin Hu and
  Bo Du and
  Guocai Yuan and
  Philip S. Yu},
  title        = {Temporal Link Prediction With Motifs for Social Networks},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {3},
  pages        = {3145--3158},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3108513},
  doi          = {10.1109/TKDE.2021.3108513},
}

@article{DBLP:journals/tbd/AnwarNPYWS23,
  author       = {Tarique Anwar and
  Surya Nepal and
  C{\'{e}}cile Paris and
  Jian Yang and
  Jia Wu and
  Quan Z. Sheng},
  title        = {Tracking the Evolution of Clusters in Social Media Streams},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {9},
  number       = {2},
  pages        = {701--715},
  year         = {2023},
  url          = {https://doi.org/10.1109/TBDATA.2022.3204207},
  doi          = {10.1109/TBDATA.2022.3204207},
}

@article{DBLP:journals/tmm/LiuLWCSY23,
  author       = {Tianpeng Liu and
  Jing Li and
  Jia Wu and
  Jun Chang and
  Beihang Song and
  Bowen Yao},
  title        = {Tracking With Mutual Attention Network},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {25},
  pages        = {5330--5343},
  year         = {2023},
  url          = {https://doi.org/10.1109/TMM.2022.3190679},
  doi          = {10.1109/TMM.2022.3190679},
}

@article{DBLP:journals/tbd/HuangLWCL23,
  author       = {Xiaosai Huang and
  Jing Li and
  Jia Wu and
  Jun Chang and
  Donghua Liu},
  title        = {Transfer Learning With Document-Level Data Augmentation for Aspect-Level
  Sentiment Classification},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {9},
  number       = {6},
  pages        = {1643--1657},
  year         = {2023},
  url          = {https://doi.org/10.1109/TBDATA.2023.3310267},
  doi          = {10.1109/TBDATA.2023.3310267},
}

@article{DBLP:journals/tkdd/ChenCTW23,
  author       = {Lei Chen and
  Jie Cao and
  Haicheng Tao and
  Jia Wu},
  title        = {Trip Reinforcement Recommendation with Graph-based Representation
  Learning},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {17},
  number       = {4},
  pages        = {57:1--57:20},
  year         = {2023},
  url          = {https://doi.org/10.1145/3564609},
  doi          = {10.1145/3564609},
}

@article{DBLP:journals/tosn/ZhangLBCRZZQK23,
  author       = {Gaofeng Zhang and
  Yu Li and
  Xudan Bao and
  Chinmay Chakraborty and
  Joel J. P. C. Rodrigues and
  Liping Zheng and
  Xuyun Zhang and
  Lianyong Qi and
  Mohammad Reza Khosravi},
  title        = {TSDroid: {A} Novel Android Malware Detection Framework Based on Temporal
  {\&} Spatial Metrics in IoMT},
  journal      = {{ACM} Trans. Sens. Networks},
  volume       = {19},
  number       = {3},
  pages        = {51:1--51:23},
  year         = {2023},
  url          = {https://doi.org/10.1145/3532091},
  doi          = {10.1145/3532091},
}

@article{DBLP:journals/tweb/LiLWJHSSXX23,
  author       = {Qian Li and
  Jianxin Li and
  Lihong Wang and
  Cheng Ji and
  Yiming Hei and
  Jiawei Sheng and
  Qingyun Sun and
  Shan Xue and
  Pengtao Xie},
  title        = {Type Information Utilized Event Detection via Multi-Channel GNNs in
  Electrical Power Systems},
  journal      = {{ACM} Trans. Web},
  volume       = {17},
  number       = {3},
  pages        = {20:1--20:26},
  year         = {2023},
  url          = {https://doi.org/10.1145/3577031},
  doi          = {10.1145/3577031},
}

@article{DBLP:journals/ijon/LiuLWCXH23,
  author       = {Tianpeng Liu and
  Jing Li and
  Jia Wu and
  Jun Chang and
  Yafu Xiao and
  Yan Hong},
  title        = {Visual tracking with dumbbell selection network},
  journal      = {Neurocomputing},
  volume       = {516},
  pages        = {77--91},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neucom.2022.10.031},
  doi          = {10.1016/J.NEUCOM.2022.10.031},
}

@inproceedings{DBLP:conf/icpads/JiangZTXZD23,
  author       = {Xutong Jiang and
  Guoming Zhang and
  Hao Tian and
  Haolong Xiang and
  Xuyun Zhang and
  Wanchun Dou},
  title        = {A Blockchain-enabled Secure Access Management Method in Edge Computing},
  booktitle    = {29th {IEEE} International Conference on Parallel and Distributed Systems,
  {ICPADS} 2023, Ocean Flower Island, China, December 17-21, 2023},
  pages        = {2596--2603},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICPADS60453.2023.00345},
  doi          = {10.1109/ICPADS60453.2023.00345},
}

@inproceedings{DBLP:conf/wise/HanifBBZHFSS23,
  author       = {Ambreen Hanif and
  Amin Beheshti and
  Boualem Benatallah and
  Xuyun Zhang and
  Habiba and
  EuJin Foo and
  Nasrin Shabani and
  Maryam Shahabikargar},
  editor       = {Feng Zhang and
  Hua Wang and
  Mahmoud Barhamgi and
  Lu Chen and
  Rui Zhou},
  title        = {A Comprehensive Survey of Explainable Artificial Intelligence {(XAI)}
  Methods: Exploring Transparency and Interpretability},
  booktitle    = {Web Information Systems Engineering - {WISE} 2023 - 24th International
  Conference, Melbourne, VIC, Australia, October 25-27, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14306},
  pages        = {915--925},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-99-7254-8\_71},
  doi          = {10.1007/978-981-99-7254-8\_71},
}

@inproceedings{DBLP:conf/dsaa/RezvaniBZ23,
  author       = {Nabi Rezvani and
  Amin Beheshti and
  Xuyun Zhang},
  title        = {A Contextualized Transformer-Based Method for Cyberbullying Detection},
  booktitle    = {10th {IEEE} International Conference on Data Science and Advanced
  Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DSAA60987.2023.10302478},
  doi          = {10.1109/DSAA60987.2023.10302478},
}

@inproceedings{DBLP:conf/mm/LuSFYH23,
  author       = {Jinhu Lu and
  Guohao Sun and
  Xiu Fang and
  Jian Yang and
  Wei He},
  editor       = {Abdulmotaleb El Saddik and
  Tao Mei and
  Rita Cucchiara and
  Marco Bertini and
  Diana Patricia Tobon Vallejo and
  Pradeep K. Atrey and
  M. Shamim Hossain},
  title        = {A Contrastive Learning Framework for Dual-Target Cross-Domain Recommendation},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Multimedia,
  {MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
  pages        = {6332--6339},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3581783.3612250},
  doi          = {10.1145/3581783.3612250},
}

@inproceedings{DBLP:conf/icaif/ZouLQCLS23,
  author       = {Jinan Zou and
  Yanxi Liu and
  Yuankai Qi and
  Haiyao Cao and
  Lingqiao Liu and
  Javen Qinfeng Shi},
  title        = {A Generative Approach for Comprehensive Financial Event Extraction
  at the Document Level},
  booktitle    = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
  Brooklyn, NY, USA, November 27-29, 2023},
  pages        = {323--330},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3604237.3626844},
  doi          = {10.1145/3604237.3626844},
}

@inproceedings{DBLP:conf/icws/GhodratnamaBZ23,
  author       = {Samira Ghodratnama and
  Amin Beheshti and
  Mehrdad Zakershahrak},
  editor       = {Claudio A. Ardagna and
  Boualem Benatallah and
  Hongyi Bian and
  Carl K. Chang and
  Rong N. Chang and
  Jing Fan and
  Geoffrey C. Fox and
  Zhi Jin and
  Xuanzhe Liu and
  Heiko Ludwig and
  Michael Sheng and
  Jian Yang},
  title        = {A Personalized Reinforcement Learning Summarization Service for Learning
  Structure from Unstructured Data},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
  IL, USA, July 2-8, 2023},
  pages        = {206--213},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00040},
  doi          = {10.1109/ICWS60048.2023.00040},
}

@inproceedings{DBLP:conf/adma/AnwarYLZ23,
  author       = {Adeem Ali Anwar and
  Irfan Younas and
  Guanfeng Liu and
  Xuyun Zhang},
  editor       = {Xiaochun Yang and
  Heru Suhartanto and
  Guoren Wang and
  Bin Wang and
  Jing Jiang and
  Bing Li and
  Huaijie Zhu and
  Ningning Cui},
  title        = {A Preference-Based Indicator Selection Hyper-Heuristic for Optimization
  Problems},
  booktitle    = {Advanced Data Mining and Applications - 19th International Conference,
  {ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14176},
  pages        = {447--462},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-46661-8\_30},
  doi          = {10.1007/978-3-031-46661-8\_30},
}

@inproceedings{DBLP:conf/dasfaa/LuSFYH23,
  author       = {Jinhu Lu and
  Guohao Sun and
  Xiu Fang and
  Jian Yang and
  Wei He},
  editor       = {Xin Wang and
  Maria Luisa Sapino and
  Wook{-}Shin Han and
  Amr El Abbadi and
  Gill Dobbie and
  Zhiyong Feng and
  Yingxiao Shao and
  Hongzhi Yin},
  title        = {A Three-Layer Attentional Framework Based on Similar Users for Dual-Target
  Cross-Domain Recommendation},
  booktitle    = {Database Systems for Advanced Applications - 28th International Conference,
  {DASFAA} 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part
  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13944},
  pages        = {297--313},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-30672-3\_20},
  doi          = {10.1007/978-3-031-30672-3\_20},
}

@inproceedings{DBLP:conf/iccv/LiuZQ0ZW23,
  author       = {Shubo Liu and
  Hongsheng Zhang and
  Yuankai Qi and
  Peng Wang and
  Yanning Zhang and
  Qi Wu},
  title        = {AerialVLN: Vision-and-Language Navigation for UAVs},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
  Paris, France, October 1-6, 2023},
  pages        = {15338--15348},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01411},
  doi          = {10.1109/ICCV51070.2023.01411},
}

@inproceedings{DBLP:conf/icde/ZhaoPRPDYL23,
  author       = {Huanyu Zhao and
  Chaoyi Pang and
  Kotagiri Ramamohanarao and
  Christopher Kuo Pang and
  Ke Deng and
  Jian Yang and
  Tongliang Li},
  title        = {An Optimal Online Semi-connected {PLA} Algorithm with Maximum Error
  Bound (Extended Abstract)},
  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
  Anaheim, CA, USA, April 3-7, 2023},
  pages        = {3789--3790},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDE55515.2023.00321},
  doi          = {10.1109/ICDE55515.2023.00321},
}

@inproceedings{DBLP:conf/mm/ZhouXLLDLQ23,
  author       = {Hai Zhou and
  Zhe Xue and
  Ying Liu and
  Boang Li and
  Junping Du and
  Meiyu Liang and
  Yuankai Qi},
  editor       = {Abdulmotaleb El Saddik and
  Tao Mei and
  Rita Cucchiara and
  Marco Bertini and
  Diana Patricia Tobon Vallejo and
  Pradeep K. Atrey and
  M. Shamim Hossain},
  title        = {{CALM:} An Enhanced Encoding and Confidence Evaluating Framework for
  Trustworthy Multi-view Learning},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Multimedia,
  {MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
  pages        = {3108--3116},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3581783.3611965},
  doi          = {10.1145/3581783.3611965},
}

@inproceedings{DBLP:conf/ecai/WangS0W023,
  author       = {Zepeng Wang and
  Xiaochuan Shi and
  Chao Ma and
  Libing Wu and
  Jia Wu},
  editor       = {Kobi Gal and
  Ann Now{\'{e}} and
  Grzegorz J. Nalepa and
  Roy Fairstein and
  Roxana Radulescu},
  title        = {{CCPO:} Conservatively Constrained Policy Optimization Using State
  Augmentation},
  booktitle    = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
  September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including 12th
  Conference on Prestigious Applications of Intelligent Systems {(PAIS}
  2023)},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {372},
  pages        = {2599--2606},
  publisher    = {{IOS} Press},
  year         = {2023},
  url          = {https://doi.org/10.3233/FAIA230566},
  doi          = {10.3233/FAIA230566},
}

@inproceedings{DBLP:conf/ijcai/LiuL0ZZCW23,
  author       = {Tong Liu and
  Jing Li and
  Jia Wu and
  Lefei Zhang and
  Shanshan Zhao and
  Jun Chang and
  Jun Wan},
  title        = {Cross-Domain Facial Expression Recognition via Disentangling Identity
  Representation},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
  SAR, China},
  pages        = {1213--1221},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/135},
  doi          = {10.24963/IJCAI.2023/135},
}

@inproceedings{DBLP:conf/www/Liu0P00C023,
  author       = {Yang Liu and
  Chuan Zhou and
  Shirui Pan and
  Jia Wu and
  Zhao Li and
  Hongyang Chen and
  Peng Zhang},
  editor       = {Ying Ding and
  Jie Tang and
  Juan F. Sequeda and
  Lora Aroyo and
  Carlos Castillo and
  Geert{-}Jan Houben},
  title        = {CurvDrop: {A} Ricci Curvature Based Approach to Prevent Graph Neural
  Networks from Over-Smoothing and Over-Squashing},
  booktitle    = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
  TX, USA, 30 April 2023 - 4 May 2023},
  pages        = {221--230},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3543507.3583269},
  doi          = {10.1145/3543507.3583269},
}

@inproceedings{DBLP:conf/icws/ZhangCYSS23,
  author       = {Wei Emma Zhang and
  Perry Chen and
  Jian Yang and
  Jianwen Su and
  Quan Z. Sheng},
  editor       = {Claudio A. Ardagna and
  Boualem Benatallah and
  Hongyi Bian and
  Carl K. Chang and
  Rong N. Chang and
  Jing Fan and
  Geoffrey C. Fox and
  Zhi Jin and
  Xuanzhe Liu and
  Heiko Ludwig and
  Michael Sheng and
  Jian Yang},
  title        = {Data Product-Oriented Services for Data Ecosystem},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
  IL, USA, July 2-8, 2023},
  pages        = {755--762},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00102},
  doi          = {10.1109/ICWS60048.2023.00102},
}

@inproceedings{DBLP:conf/icdm/XiangZDBD023,
  author       = {Haolong Xiang and
  Xuyun Zhang and
  Mark Dras and
  Amin Beheshti and
  Wanchun Dou and
  Xiaolong Xu},
  editor       = {Guihai Chen and
  Latifur Khan and
  Xiaofeng Gao and
  Meikang Qiu and
  Witold Pedrycz and
  Xindong Wu},
  title        = {Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
  China, December 1-4, 2023},
  pages        = {678--687},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDM58522.2023.00077},
  doi          = {10.1109/ICDM58522.2023.00077},
}

@inproceedings{DBLP:conf/adma/LinLWYXWG23,
  author       = {Fu Lin and
  Xuexiong Luo and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Zitong Wang and
  Haonan Gong},
  editor       = {Xiaochun Yang and
  Heru Suhartanto and
  Guoren Wang and
  Bin Wang and
  Jing Jiang and
  Bing Li and
  Huaijie Zhu and
  Ningning Cui},
  title        = {Discriminative Graph-Level Anomaly Detection via Dual-Students-Teacher
  Model},
  booktitle    = {Advanced Data Mining and Applications - 19th International Conference,
  {ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
  {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14178},
  pages        = {261--276},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-46671-7\_18},
  doi          = {10.1007/978-3-031-46671-7\_18},
}

@inproceedings{DBLP:conf/icws/LiuMLXQDZZ23,
  author       = {Xiao Liu and
  Shunmei Meng and
  Qianmu Li and
  Xiaolong Xu and
  Lianyong Qi and
  Wanchun Dou and
  Jing Zhang and
  Xuyun Zhang},
  editor       = {Claudio A. Ardagna and
  Boualem Benatallah and
  Hongyi Bian and
  Carl K. Chang and
  Rong N. Chang and
  Jing Fan and
  Geoffrey C. Fox and
  Zhi Jin and
  Xuanzhe Liu and
  Heiko Ludwig and
  Michael Sheng and
  Jian Yang},
  title        = {Disentangled Hypergraph Collaborative Filtering for Social Recommendation},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
  IL, USA, July 2-8, 2023},
  pages        = {475--482},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00066},
  doi          = {10.1109/ICWS60048.2023.00066},
}

@inproceedings{DBLP:conf/ecir/ZhengLGLWZ23,
  author       = {Li Zheng and
  Zhao Li and
  Jun Gao and
  Zhenpeng Li and
  Jia Wu and
  Chuan Zhou},
  editor       = {Jaap Kamps and
  Lorraine Goeuriot and
  Fabio Crestani and
  Maria Maistro and
  Hideo Joho and
  Brian Davis and
  Cathal Gurrin and
  Udo Kruschwitz and
  Annalina Caputo},
  title        = {Domain Adaptation for Anomaly Detection on Heterogeneous Graphs in
  E-Commerce},
  booktitle    = {Advances in Information Retrieval - 45th European Conference on Information
  Retrieval, {ECIR} 2023, Dublin, Ireland, April 2-6, 2023, Proceedings,
  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13981},
  pages        = {304--318},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-28238-6\_20},
  doi          = {10.1007/978-3-031-28238-6\_20},
}

@inproceedings{DBLP:conf/ijcai/ZangHWXWLWR23,
  author       = {Yilong Zang and
  Ruimin Hu and
  Zheng Wang and
  Danni Xu and
  Jia Wu and
  Dengshi Li and
  Junhang Wu and
  Lingfei Ren},
  title        = {Don't Ignore Alienation and Marginalization: Correlating Fraud Detection},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
  SAR, China},
  pages        = {4959--4966},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/551},
  doi          = {10.24963/IJCAI.2023/551},
}

@inproceedings{DBLP:conf/adma/ZhangSWYFZ23,
  author       = {Yuchen Zhang and
  Xing Su and
  Jia Wu and
  Jian Yang and
  Hao Fan and
  Xiaochuan Zheng},
  editor       = {Xiaochun Yang and
  Heru Suhartanto and
  Guoren Wang and
  Bin Wang and
  Jing Jiang and
  Bing Li and
  Huaijie Zhu and
  Ningning Cui},
  title        = {EmoKnow: Emotion- and Knowledge-Oriented Model for {COVID-19} Fake
  News Detection},
  booktitle    = {Advanced Data Mining and Applications - 19th International Conference,
  {ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14176},
  pages        = {352--367},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-46661-8\_24},
  doi          = {10.1007/978-3-031-46661-8\_24},
}

@inproceedings{DBLP:conf/icws/Beheshti23,
  author       = {Amin Beheshti},
  editor       = {Claudio A. Ardagna and
  Boualem Benatallah and
  Hongyi Bian and
  Carl K. Chang and
  Rong N. Chang and
  Jing Fan and
  Geoffrey C. Fox and
  Zhi Jin and
  Xuanzhe Liu and
  Heiko Ludwig and
  Michael Sheng and
  Jian Yang},
  title        = {Empowering Generative {AI} with Knowledge Base 4.0: Towards Linking
  Analytical, Cognitive, and Generative Intelligence},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
  IL, USA, July 2-8, 2023},
  pages        = {763--771},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00103},
  doi          = {10.1109/ICWS60048.2023.00103},
}

@inproceedings{DBLP:conf/wise/LiuXYW23,
  author       = {Hongjiao Liu and
  Shan Xue and
  Jian Yang and
  Jia Wu},
  editor       = {Feng Zhang and
  Hua Wang and
  Mahmoud Barhamgi and
  Lu Chen and
  Rui Zhou},
  title        = {Enhancing Trust Prediction in Attributed Social Networks with Self-Supervised
  Learning},
  booktitle    = {Web Information Systems Engineering - {WISE} 2023 - 24th International
  Conference, Melbourne, VIC, Australia, October 25-27, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14306},
  pages        = {160--175},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-99-7254-8\_13},
  doi          = {10.1007/978-981-99-7254-8\_13},
}

@inproceedings{DBLP:conf/cvpr/ZhangLQWQH023,
  author       = {Chen Zhang and
  Guorong Li and
  Yuankai Qi and
  Shuhui Wang and
  Laiyun Qing and
  Qingming Huang and
  Ming{-}Hsuan Yang},
  title        = {Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly
  Supervised Video Anomaly Detection},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {16271--16280},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.01561},
  doi          = {10.1109/CVPR52729.2023.01561},
}

@inproceedings{DBLP:conf/icpads/LiZXB23,
  author       = {Junyan Li and
  Xuyun Zhang and
  Haolong Xiang and
  Amin Beheshti},
  title        = {Federated Anomaly Detection with Isolation Forest for IoT Network
  Traffics},
  booktitle    = {29th {IEEE} International Conference on Parallel and Distributed Systems,
  {ICPADS} 2023, Ocean Flower Island, China, December 17-21, 2023},
  pages        = {2622--2629},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICPADS60453.2023.00348},
  doi          = {10.1109/ICPADS60453.2023.00348},
}

@inproceedings{DBLP:conf/dasc/JinZXMZQZD23,
  author       = {Jierui Jin and
  Jie Zhang and
  Xiaolong Xu and
  Ke Meng and
  Xiaokang Zhou and
  Lianyong Qi and
  Xuyun Zhang and
  Wanchun Dou},
  title        = {Federated Learning Based Satellite-Marine Integrated Training for
  Marine Edge Intelligence},
  booktitle    = {{IEEE} Intl Conf on Dependable, Autonomic and Secure Computing, Intl
  Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and
  Big Data Computing, Intl Conf on Cyber Science and Technology Congress,
  DASC/PiCom/CBDCom/CyberSciTech 2023, Abu Dhabi, United Arab Emirates,
  November 14-17, 2023},
  pages        = {730--737},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DASC/PiCom/CBDCom/Cy59711.2023.10361393},
  doi          = {10.1109/DASC/PICOM/CBDCOM/CY59711.2023.10361393},
}

@inproceedings{DBLP:conf/ijcai/LiuZMDTWH23,
  author       = {Chuang Liu and
  Yibing Zhan and
  Xueqi Ma and
  Liang Ding and
  Dapeng Tao and
  Jia Wu and
  Wenbin Hu},
  title        = {Gapformer: Graph Transformer with Graph Pooling for Node Classification},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
  SAR, China},
  pages        = {2196--2205},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/244},
  doi          = {10.24963/IJCAI.2023/244},
}

@inproceedings{DBLP:conf/ijcai/LiuZWLDHLT23,
  author       = {Chuang Liu and
  Yibing Zhan and
  Jia Wu and
  Chang Li and
  Bo Du and
  Wenbin Hu and
  Tongliang Liu and
  Dacheng Tao},
  title        = {Graph Pooling for Graph Neural Networks: Progress, Challenges, and
  Opportunities},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
  SAR, China},
  pages        = {6712--6722},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/752},
  doi          = {10.24963/IJCAI.2023/752},
}

@inproceedings{DBLP:conf/ssdbm/XieM00XF23,
  author       = {Bingbing Xie and
  Xiaoxiao Ma and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Hao Fan},
  editor       = {Robert Schuler and
  Carl Kesselman and
  Kyle Chard and
  Alejandro Bugacov},
  title        = {Heterogeneous Graph Neural Network via Knowledge Relations for Fake
  News Detection},
  booktitle    = {Proceedings of the 35th International Conference on Scientific and
  Statistical Database Management, {SSDBM} 2023, Los Angeles, CA, USA,
  July 10-12, 2023},
  pages        = {15:1--15:11},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3603719.3603736},
  doi          = {10.1145/3603719.3603736},
}

@inproceedings{DBLP:conf/www/FuWSYWPL23,
  author       = {Xingcheng Fu and
  Yuecen Wei and
  Qingyun Sun and
  Haonan Yuan and
  Jia Wu and
  Hao Peng and
  Jianxin Li},
  editor       = {Ying Ding and
  Jie Tang and
  Juan F. Sequeda and
  Lora Aroyo and
  Carlos Castillo and
  Geert{-}Jan Houben},
  title        = {Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance
  Node Classification},
  booktitle    = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
  TX, USA, 30 April 2023 - 4 May 2023},
  pages        = {460--468},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3543507.3583403},
  doi          = {10.1145/3543507.3583403},
}

@inproceedings{DBLP:conf/wise/HuangSWZY23,
  author       = {Wei Huang and
  Guohao Sun and
  Mei Wang and
  Weiliang Zhao and
  Jian Yang},
  editor       = {Feng Zhang and
  Hua Wang and
  Mahmoud Barhamgi and
  Lu Chen and
  Rui Zhou},
  title        = {Influence Embedding from Incomplete Observations in Sina Weibo},
  booktitle    = {Web Information Systems Engineering - {WISE} 2023 - 24th International
  Conference, Melbourne, VIC, Australia, October 25-27, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14306},
  pages        = {111--121},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-99-7254-8\_9},
  doi          = {10.1007/978-981-99-7254-8\_9},
}

@inproceedings{DBLP:conf/cikm/QiZXG23,
  author       = {Lianyong Qi and
  Xuyun Zhang and
  Xiaolong Xu and
  Wenwen Gong},
  editor       = {Ingo Frommholz and
  Frank Hopfgartner and
  Mark Lee and
  Michael Oakes and
  Mounia Lalmas and
  Min Zhang and
  Rodrygo L. T. Santos},
  title        = {International Workshop on Edge-Cloud Intelligence (ECI@CIKM2023)},
  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
  October 21-25, 2023},
  pages        = {5289},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3583780.3615302},
  doi          = {10.1145/3583780.3615302},
}

@inproceedings{DBLP:conf/www/Yu0HWLQ0W23,
  author       = {Zhizhi Yu and
  Di Jin and
  Cuiying Huo and
  Zhiqiang Wang and
  Xiulong Liu and
  Heng Qi and
  Jia Wu and
  Lingfei Wu},
  editor       = {Ying Ding and
  Jie Tang and
  Juan F. Sequeda and
  Lora Aroyo and
  Carlos Castillo and
  Geert{-}Jan Houben},
  title        = {KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced
  Graph Neural Networks},
  booktitle    = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
  TX, USA, 30 April 2023 - 4 May 2023},
  pages        = {727--736},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3543507.3583549},
  doi          = {10.1145/3543507.3583549},
}

@inproceedings{DBLP:conf/cvpr/Cong0QZWWJ0H23,
  author       = {Gaoxiang Cong and
  Liang Li and
  Yuankai Qi and
  Zheng{-}Jun Zha and
  Qi Wu and
  Wenyu Wang and
  Bin Jiang and
  Ming{-}Hsuan Yang and
  Qingming Huang},
  title        = {Learning to Dub Movies via Hierarchical Prosody Models},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {14687--14697},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.01411},
  doi          = {10.1109/CVPR52729.2023.01411},
}

@inproceedings{DBLP:conf/iccv/QiaoQYLW23,
  author       = {Yanyuan Qiao and
  Yuankai Qi and
  Zheng Yu and
  Jing Liu and
  Qi Wu},
  title        = {March in Chat: Interactive Prompting for Remote Embodied Referring
  Expression},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
  Paris, France, October 1-6, 2023},
  pages        = {15712--15721},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01444},
  doi          = {10.1109/ICCV51070.2023.01444},
}

@inproceedings{DBLP:conf/www/ShawB23,
  author       = {Anthony Shaw and
  Amin Beheshti},
  editor       = {Ying Ding and
  Jie Tang and
  Juan F. Sequeda and
  Lora Aroyo and
  Carlos Castillo and
  Geert{-}Jan Houben},
  title        = {Measuring Potential Performance Gains of Python Web Applications with
  pyUpgradeSim},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
  Austin, TX, USA, 30 April 2023 - 4 May 2023},
  pages        = {164--167},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3543873.3587338},
  doi          = {10.1145/3543873.3587338},
}

@inproceedings{DBLP:conf/mm/ZhaoQ023,
  author       = {Chongyang Zhao and
  Yuankai Qi and
  Qi Wu},
  editor       = {Abdulmotaleb El Saddik and
  Tao Mei and
  Rita Cucchiara and
  Marco Bertini and
  Diana Patricia Tobon Vallejo and
  Pradeep K. Atrey and
  M. Shamim Hossain},
  title        = {Mind the Gap: Improving Success Rate of Vision-and-Language Navigation
  by Revisiting Oracle Success Routes},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Multimedia,
  {MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
  pages        = {4349--4358},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3581783.3611736},
  doi          = {10.1145/3581783.3611736},
}

@inproceedings{DBLP:conf/wsdm/YangZWYSPLXS23,
  author       = {Zhenyu Yang and
  Ge Zhang and
  Jia Wu and
  Jian Yang and
  Quan Z. Sheng and
  Hao Peng and
  Angsheng Li and
  Shan Xue and
  Jianlin Su},
  editor       = {Tat{-}Seng Chua and
  Hady W. Lauw and
  Luo Si and
  Evimaria Terzi and
  Panayiotis Tsaparas},
  title        = {Minimum Entropy Principle Guided Graph Neural Networks},
  booktitle    = {Proceedings of the Sixteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
  3 March 2023},
  pages        = {114--122},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3539597.3570467},
  doi          = {10.1145/3539597.3570467},
}

@inproceedings{DBLP:conf/wsdm/SuY0Z23,
  author       = {Xing Su and
  Jian Yang and
  Jia Wu and
  Yuchen Zhang},
  editor       = {Tat{-}Seng Chua and
  Hady W. Lauw and
  Luo Si and
  Evimaria Terzi and
  Panayiotis Tsaparas},
  title        = {Mining User-aware Multi-relations for Fake News Detection in Large
  Scale Online Social Networks},
  booktitle    = {Proceedings of the Sixteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
  3 March 2023},
  pages        = {51--59},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3539597.3570478},
  doi          = {10.1145/3539597.3570478},
}

@inproceedings{DBLP:conf/dsaa/ZhangZWB23,
  author       = {Guowei Zhang and
  Xuyun Zhang and
  Zhiyong Wang and
  Amin Beheshti},
  title        = {Multi-Granularity Entity Recognition based Sentence Ranking for Multi-Document
  Summarization},
  booktitle    = {10th {IEEE} International Conference on Data Science and Advanced
  Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DSAA60987.2023.10302576},
  doi          = {10.1109/DSAA60987.2023.10302576},
}

@inproceedings{DBLP:conf/ijcnn/FangSSCWY23,
  author       = {Xiu Susie Fang and
  Quan Z. Sheng and
  Guohao Sun and
  Shan Chang and
  Hongya Wang and
  Jian Yang},
  title        = {Multi-Truth Discovery While Being Aware of Unbalanced Data Distribution},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
  Coast, Australia, June 18-23, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191906},
  doi          = {10.1109/IJCNN54540.2023.10191906},
}

@inproceedings{DBLP:conf/wise/HeMLLBCZ23,
  author       = {Kun He and
  Shunmei Meng and
  Qianmu Li and
  Xiao Liu and
  Amin Beheshti and
  Xiaoxiao Chi and
  Xuyun Zhang},
  editor       = {Feng Zhang and
  Hua Wang and
  Mahmoud Barhamgi and
  Lu Chen and
  Rui Zhou},
  title        = {Noise-Augmented Contrastive Learning for Sequential Recommendation},
  booktitle    = {Web Information Systems Engineering - {WISE} 2023 - 24th International
  Conference, Melbourne, VIC, Australia, October 25-27, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14306},
  pages        = {559--568},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-99-7254-8\_43},
  doi          = {10.1007/978-981-99-7254-8\_43},
}

@inproceedings{DBLP:conf/ijcnn/FanSWSWW23,
  author       = {Jin Fan and
  Zhanyu Si and
  Zehao Wang and
  Danfeng Sun and
  Jia Wu and
  Huifeng Wu},
  title        = {{OOA-UADS:} Offline, Online, Analysis-an Unsupervised Anomaly Detection
  Solution for Multivariate Time Series},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
  Coast, Australia, June 18-23, 2023},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191780},
  doi          = {10.1109/IJCNN54540.2023.10191780},
}

@inproceedings{DBLP:conf/ijcai/XiangZHQDDB023,
  author       = {Haolong Xiang and
  Xuyun Zhang and
  Hongsheng Hu and
  Lianyong Qi and
  Wanchun Dou and
  Mark Dras and
  Amin Beheshti and
  Xiaolong Xu},
  title        = {OptIForest: Optimal Isolation Forest for Anomaly Detection},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
  SAR, China},
  pages        = {2379--2387},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/264},
  doi          = {10.24963/IJCAI.2023/264},
}

@inproceedings{DBLP:conf/icws/BeheshtiYSBCDMZX23,
  author       = {Amin Beheshti and
  Jian Yang and
  Quan Z. Sheng and
  Boualem Benatallah and
  Fabio Casati and
  Schahram Dustdar and
  Hamid Reza Motahari{-}Nezhad and
  Xuyun Zhang and
  Shan Xue},
  editor       = {Claudio A. Ardagna and
  Boualem Benatallah and
  Hongyi Bian and
  Carl K. Chang and
  Rong N. Chang and
  Jing Fan and
  Geoffrey C. Fox and
  Zhi Jin and
  Xuanzhe Liu and
  Heiko Ludwig and
  Michael Sheng and
  Jian Yang},
  title        = {ProcessGPT: Transforming Business Process Management with Generative
  Artificial Intelligence},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
  IL, USA, July 2-8, 2023},
  pages        = {731--739},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00099},
  doi          = {10.1109/ICWS60048.2023.00099},
}

@inproceedings{DBLP:conf/adma/HeSLFLY23,
  author       = {Wei He and
  Guohao Sun and
  Jinhu Lu and
  Xiu Fang and
  Guanfeng Liu and
  Jian Yang},
  editor       = {Xiaochun Yang and
  Heru Suhartanto and
  Guoren Wang and
  Bin Wang and
  Jing Jiang and
  Bing Li and
  Huaijie Zhu and
  Ningning Cui},
  title        = {Refined Node Type Graph Convolutional Network for Recommendation},
  booktitle    = {Advanced Data Mining and Applications - 19th International Conference,
  {ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14176},
  pages        = {91--106},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-46661-8\_7},
  doi          = {10.1007/978-3-031-46661-8\_7},
}

@inproceedings{DBLP:conf/icdm/AnwarZ23,
  author       = {Adeem Ali Anwar and
  Xuyun Zhang},
  editor       = {Guihai Chen and
  Latifur Khan and
  Xiaofeng Gao and
  Meikang Qiu and
  Witold Pedrycz and
  Xindong Wu},
  title        = {Reinforcement Learning based Hyper-heuristics for Many-objective Pickup
  and Delivery Problem},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
  China, December 1-4, 2023},
  pages        = {924--929},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDM58522.2023.00102},
  doi          = {10.1109/ICDM58522.2023.00102},
}

@inproceedings{DBLP:conf/aaai/CaiZSZRH23,
  author       = {Yuanying Cai and
  Chuheng Zhang and
  Wei Shen and
  Xuyun Zhang and
  Wenjie Ruan and
  Longbo Huang},
  editor       = {Brian Williams and
  Yiling Chen and
  Jennifer Neville},
  title        = {RePreM: Representation Pre-training with Masked Model for Reinforcement
  Learning},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
  7-14, 2023},
  pages        = {6879--6887},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i6.25842},
  doi          = {10.1609/AAAI.V37I6.25842},
}

@inproceedings{DBLP:conf/www/ZouPHYLWLY23,
  author       = {Dongcheng Zou and
  Hao Peng and
  Xiang Huang and
  Renyu Yang and
  Jianxin Li and
  Jia Wu and
  Chunyang Liu and
  Philip S. Yu},
  editor       = {Ying Ding and
  Jie Tang and
  Juan F. Sequeda and
  Lora Aroyo and
  Carlos Castillo and
  Geert{-}Jan Houben},
  title        = {{SE-GSL:} {A} General and Effective Graph Structure Learning Framework
  through Structural Entropy Optimization},
  booktitle    = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
  TX, USA, 30 April 2023 - 4 May 2023},
  pages        = {499--510},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3543507.3583453},
  doi          = {10.1145/3543507.3583453},
}

@inproceedings{DBLP:conf/ijcnn/ChenFLXW23,
  author       = {Jinhua Chen and
  Jin Fan and
  Zhen Liu and
  Jiaqian Xiang and
  Jia Wu},
  title        = {Segformer: Segment-Based Transformer with Decomposition for Long-Term
  Series Forecasting},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
  Coast, Australia, June 18-23, 2023},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191412},
  doi          = {10.1109/IJCNN54540.2023.10191412},
}

@inproceedings{DBLP:conf/icdm/HayatX023,
  author       = {Malik Khizar Hayat and
  Shan Xue and
  Jian Yang},
  editor       = {Guihai Chen and
  Latifur Khan and
  Xiaofeng Gao and
  Meikang Qiu and
  Witold Pedrycz and
  Xindong Wu},
  title        = {Self-supervised Heterogeneous Hypergraph Learning with Context-aware
  Pooling for Graph-level Classification},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
  China, December 1-4, 2023},
  pages        = {140--149},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDM58522.2023.00023},
  doi          = {10.1109/ICDM58522.2023.00023},
}

@inproceedings{DBLP:conf/cikm/LiuMLQXDZ23,
  author       = {Xiao Liu and
  Shunmei Meng and
  Qianmu Li and
  Lianyong Qi and
  Xiaolong Xu and
  Wanchun Dou and
  Xuyun Zhang},
  editor       = {Ingo Frommholz and
  Frank Hopfgartner and
  Mark Lee and
  Michael Oakes and
  Mounia Lalmas and
  Min Zhang and
  Rodrygo L. T. Santos},
  title        = {{SMEF:} Social-aware Multi-dimensional Edge Features-based Graph Representation
  Learning for Recommendation},
  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
  October 21-25, 2023},
  pages        = {1566--1575},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3583780.3615063},
  doi          = {10.1145/3583780.3615063},
}

@inproceedings{DBLP:conf/bigdataconf/YuWY23,
  author       = {Yongsheng Yu and
  Jia Wu and
  Jian Yang},
  editor       = {Jingrui He and
  Themis Palpanas and
  Xiaohua Hu and
  Alfredo Cuzzocrea and
  Dejing Dou and
  Dominik Slezak and
  Wei Wang and
  Aleksandra Gruca and
  Jerry Chun{-}Wei Lin and
  Rakesh Agrawal},
  title        = {Social Event Detection with Reinforced Deep Heterogeneous Graph Attention
  Network},
  booktitle    = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
  Italy, December 15-18, 2023},
  pages        = {463--472},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BigData59044.2023.10386153},
  doi          = {10.1109/BIGDATA59044.2023.10386153},
}

@inproceedings{DBLP:conf/icr2/Farhood0B23,
  author       = {Helia Farhood and
  Samuel M{\"{u}}ller and
  Amin Beheshti},
  editor       = {Kevin Daimi and
  Abeer Alsadoon},
  title        = {Surface Area Estimation Using 3D Point Clouds and Delaunay Triangulation},
  booktitle    = {Proceedings of the Second International Conference on Innovations
  in Computing Research (ICR'23), Madrid, Spain, 4-6 September 2023},
  series       = {Lecture Notes in Networks and Systems},
  volume       = {721},
  pages        = {28--39},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-35308-6\_3},
  doi          = {10.1007/978-3-031-35308-6\_3},
}

@inproceedings{DBLP:conf/kdd/MaWYS23,
  author       = {Xiaoxiao Ma and
  Jia Wu and
  Jian Yang and
  Quan Z. Sheng},
  editor       = {Ambuj K. Singh and
  Yizhou Sun and
  Leman Akoglu and
  Dimitrios Gunopulos and
  Xifeng Yan and
  Ravi Kumar and
  Fatma Ozcan and
  Jieping Ye},
  title        = {Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping},
  booktitle    = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
  and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
  pages        = {1631--1642},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3580305.3599524},
  doi          = {10.1145/3580305.3599524},
}

@inproceedings{DBLP:conf/wsdm/JiLPWFSY23,
  author       = {Cheng Ji and
  Jianxin Li and
  Hao Peng and
  Jia Wu and
  Xingcheng Fu and
  Qingyun Sun and
  Philip S. Yu},
  editor       = {Tat{-}Seng Chua and
  Hady W. Lauw and
  Luo Si and
  Evimaria Terzi and
  Panayiotis Tsaparas},
  title        = {Unbiased and Efficient Self-Supervised Incremental Contrastive Learning},
  booktitle    = {Proceedings of the Sixteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
  3 March 2023},
  pages        = {922--930},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3539597.3570458},
  doi          = {10.1145/3539597.3570458},
}

@inproceedings{DBLP:conf/ijcnn/ZhangWFLW23,
  author       = {Yuchen Zhang and
  Yifan Wang and
  Hao Fan and
  Jing Li and
  Jia Wu},
  title        = {Worldwide {COVID-19} Topic Knowledge Graph Analysis From Social Media},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
  Coast, Australia, June 18-23, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191517},
  doi          = {10.1109/IJCNN54540.2023.10191517},
}

@inproceedings{DBLP:conf/de/ZhangCYTS23,
  author       = {Wei Zhang and
  Perry Chen and
  Jian Yang and
  Yongping Tang and
  Jianwen Su},
  title        = {A Capability Description Language Design for Data Products},
  booktitle    = {Proceedings of the Second {ACM} Data Economy Workshop, {DEC} 2023,
  Seattle, WA, USA, 18 June 2023},
  pages        = {21--26},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3600046.3600050},
  doi          = {10.1145/3600046.3600050},
}

@article{DBLP:journals/corr/abs-2301-05860,
  author       = {Zhenyu Yang and
  Ge Zhang and
  Jia Wu and
  Jian Yang and
  Quan Z. Sheng and
  Shan Xue and
  Chuan Zhou and
  Charu C. Aggarwal and
  Hao Peng and
  Wenbin Hu and
  Edwin R. Hancock and
  Pietro Li{\`{o}}},
  title        = {A Comprehensive Survey of Graph-level Learning},
  journal      = {CoRR},
  volume       = {abs/2301.05860},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.05860},
  doi          = {10.48550/ARXIV.2301.05860},
  eprinttype   = {arXiv},
  eprint       = {2301.05860},
}

@article{DBLP:journals/corr/abs-2302-06114,
  author       = {Nasrin Shabani and
  Jia Wu and
  Amin Beheshti and
  Jin Foo and
  Ambreen Hanif and
  Maryam Shahabikargar},
  title        = {A Survey on Graph Neural Networks for Graph Summarization},
  journal      = {CoRR},
  volume       = {abs/2302.06114},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.06114},
  doi          = {10.48550/ARXIV.2302.06114},
  eprinttype   = {arXiv},
  eprint       = {2302.06114},
}

@article{DBLP:journals/corr/abs-2311-12644,
  author       = {Chuang Liu and
  Wenhang Yu and
  Kuang Gao and
  Xueqi Ma and
  Yibing Zhan and
  Jia Wu and
  Bo Du and
  Wenbin Hu},
  title        = {Careful Selection and Thoughtful Discarding: Graph Explicit Pooling
  Utilizing Discarded Nodes},
  journal      = {CoRR},
  volume       = {abs/2311.12644},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.12644},
  doi          = {10.48550/ARXIV.2311.12644},
  eprinttype   = {arXiv},
  eprint       = {2311.12644},
}

@article{DBLP:journals/corr/abs-2312-09715,
  author       = {Honghao Li and
  Lei Sang and
  Yi Zhang and
  Xuyun Zhang and
  Yiwen Zhang},
  title        = {{CETN:} Contrast-enhanced Through Network for {CTR} Prediction},
  journal      = {CoRR},
  volume       = {abs/2312.09715},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.09715},
  doi          = {10.48550/ARXIV.2312.09715},
  eprinttype   = {arXiv},
  eprint       = {2312.09715},
}

@article{DBLP:journals/corr/abs-2312-01764,
  author       = {Chen Zhang and
  Guorong Li and
  Yuankai Qi and
  Hanhua Ye and
  Laiyun Qing and
  Ming{-}Hsuan Yang and
  Qingming Huang},
  title        = {Dynamic Erasing Network Based on Multi-Scale Temporal Features for
  Weakly Supervised Video Anomaly Detection},
  journal      = {CoRR},
  volume       = {abs/2312.01764},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.01764},
  doi          = {10.48550/ARXIV.2312.01764},
  eprinttype   = {arXiv},
  eprint       = {2312.01764},
}

@article{DBLP:journals/corr/abs-2312-13330,
  author       = {Yunchuan Ma and
  Chang Teng and
  Yuankai Qi and
  Guorong Li and
  Laiyun Qing and
  Qi Wu and
  Qingming Huang},
  title        = {Subject-Oriented Video Captioning},
  journal      = {CoRR},
  volume       = {abs/2312.13330},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.13330},
  doi          = {10.48550/ARXIV.2312.13330},
  eprinttype   = {arXiv},
  eprint       = {2312.13330},
}

@article{DBLP:journals/corr/abs-2306-00393,
  author       = {Shengqin Jiang and
  Yaoyu Fang and
  Haokui Zhang and
  Peng Wang and
  Yuankai Qi and
  Qingshan Liu},
  title        = {Teacher Agent: {A} Non-Knowledge Distillation Method for Rehearsal-based
  Video Incremental Learning},
  journal      = {CoRR},
  volume       = {abs/2306.00393},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.00393},
  doi          = {10.48550/ARXIV.2306.00393},
  eprinttype   = {arXiv},
  eprint       = {2306.00393},
}

@article{DBLP:journals/corr/abs-2305-13257,
  author       = {Yixin Liu and
  Hongsheng Hu and
  Xuyun Zhang and
  Lichao Sun},
  title        = {Watermarking Text Data on Large Language Models for Dataset Copyright
  Protection},
  journal      = {CoRR},
  volume       = {abs/2305.13257},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.13257},
  doi          = {10.48550/ARXIV.2305.13257},
  eprinttype   = {arXiv},
  eprint       = {2305.13257},
}

@article{DBLP:journals/corr/abs-2312-05923,
  author       = {Xinyan Liu and
  Guorong Li and
  Yuankai Qi and
  Ziheng Yan and
  Zhenjun Han and
  Anton van den Hengel and
  Ming{-}Hsuan Yang and
  Qingming Huang},
  title        = {Weakly Supervised Video Individual CountingWeakly Supervised Video
  Individual Counting},
  journal      = {CoRR},
  volume       = {abs/2312.05923},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.05923},
  doi          = {10.48550/ARXIV.2312.05923},
  eprinttype   = {arXiv},
  eprint       = {2312.05923},
}

@article{DBLP:journals/ipm/YakhchiBGROE22,
  author       = {Shahpar Yakhchi and
  Amin Beheshti and
  Seyed Mohssen Ghafari and
  Imran Razzak and
  Mehmet A. Orgun and
  Mehdi Elahi},
  title        = {A Convolutional Attention Network for Unifying General and Sequential
  Recommenders},
  journal      = {Inf. Process. Manag.},
  volume       = {59},
  number       = {1},
  pages        = {102755},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ipm.2021.102755},
  doi          = {10.1016/J.IPM.2021.102755},
}

@article{DBLP:journals/tii/SunXWW22,
  author       = {Danfeng Sun and
  Shan Xue and
  Huifeng Wu and
  Jia Wu},
  title        = {A Data Stream Cleaning System Using Edge Intelligence for Smart City
  Industrial Environments},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {18},
  number       = {2},
  pages        = {1165--1174},
  year         = {2022},
  url          = {https://doi.org/10.1109/TII.2021.3077865},
  doi          = {10.1109/TII.2021.3077865},
}

@article{DBLP:journals/hij/GolkarMRYB22,
  author       = {Ali Golkar and
  Razieh Malekhosseini and
  Keyvan RahimiZadeh and
  Azita Yazdani and
  Amin Beheshti},
  title        = {A priority queue-based telemonitoring system for automatic diagnosis
  of heart diseases in integrated fog computing environments},
  journal      = {Health Informatics J.},
  volume       = {28},
  number       = {4},
  pages        = {146045822211374},
  year         = {2022},
  url          = {https://doi.org/10.1177/14604582221137453},
  doi          = {10.1177/14604582221137453},
}

@article{DBLP:journals/isci/CaoWWWL22,
  author       = {Shuqin Cao and
  Libing Wu and
  Jia Wu and
  Dan Wu and
  Qingan Li},
  title        = {A spatio-temporal sequence-to-sequence network for traffic flow prediction},
  journal      = {Inf. Sci.},
  volume       = {610},
  pages        = {185--203},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ins.2022.07.125},
  doi          = {10.1016/J.INS.2022.07.125},
}

@article{DBLP:journals/tkde/LiuWLDCL22,
  author       = {Donghua Liu and
  Jia Wu and
  Jing Li and
  Bo Du and
  Jun Chang and
  Xuefei Li},
  title        = {Adaptive Hierarchical Attention-Enhanced Gated Network Integrating
  Reviews for Item Recommendation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {5},
  pages        = {2076--2090},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.3010949},
  doi          = {10.1109/TKDE.2020.3010949},
}

@article{DBLP:journals/tkde/ZhaoPKPDYL22,
  author       = {Huanyu Zhao and
  Chaoyi Pang and
  Ramamohanarao Kotagiri and
  Christopher Kuo Pang and
  Ke Deng and
  Jian Yang and
  Tongliang Li},
  title        = {An Optimal Online Semi-Connected {PLA} Algorithm With Maximum Error
  Bound},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
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  pages        = {164--177},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.2981319},
  doi          = {10.1109/TKDE.2020.2981319},
}

@article{DBLP:journals/ijis/LiuSXRZSKQ22,
  author       = {Yuwen Liu and
  Zuolong Song and
  Xiaolong Xu and
  Wajid Rafique and
  Xuyun Zhang and
  Jun Shen and
  Mohammad Reza Khosravi and
  Lianyong Qi},
  title        = {Bidirectional {GRU} networks-based next {POI} category prediction
  for healthcare},
  journal      = {Int. J. Intell. Syst.},
  volume       = {37},
  number       = {7},
  pages        = {4020--4040},
  year         = {2022},
  url          = {https://doi.org/10.1002/int.22710},
  doi          = {10.1002/INT.22710},
}

@article{DBLP:journals/tcyb/DaiWPBCZJ22,
  author       = {Chenglong Dai and
  Jia Wu and
  Dechang Pi and
  Stefanie I. Becker and
  Lin Cui and
  Qin Zhang and
  Blake W. Johnson},
  title        = {Brain {EEG} Time-Series Clustering Using Maximum-Weight Clique},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {52},
  number       = {1},
  pages        = {357--371},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCYB.2020.2974776},
  doi          = {10.1109/TCYB.2020.2974776},
}

@article{DBLP:journals/tbd/QiHCZDN22,
  author       = {Lianyong Qi and
  Qiang He and
  Feifei Chen and
  Xuyun Zhang and
  Wanchun Dou and
  Qiang Ni},
  title        = {Data-Driven Web APIs Recommendation for Building Web Applications},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {8},
  number       = {3},
  pages        = {685--698},
  year         = {2022},
  url          = {https://doi.org/10.1109/TBDATA.2020.2975587},
  doi          = {10.1109/TBDATA.2020.2975587},
}

@article{DBLP:journals/tdsc/00080CHSKZ22,
  author       = {Yi Chen and
  Hongxia Wang and
  Kim{-}Kwang Raymond Choo and
  Peisong He and
  Zoran Salcic and
  Dali Kaafar and
  Xuyun Zhang},
  title        = {{DDCA:} {A} Distortion Drift-Based Cost Assignment Method for Adaptive
  Video Steganography in the Transform Domain},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {19},
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  pages        = {2405--2420},
  year         = {2022},
  url          = {https://doi.org/10.1109/TDSC.2021.3058134},
  doi          = {10.1109/TDSC.2021.3058134},
}

@article{DBLP:journals/tnse/MaXWYPNS22,
  author       = {Xiaoxiao Ma and
  Shan Xue and
  Jia Wu and
  Jian Yang and
  C{\'{e}}cile Paris and
  Surya Nepal and
  Quan Z. Sheng},
  title        = {Deep Multi-Attributed-View Graph Representation Learning},
  journal      = {{IEEE} Trans. Netw. Sci. Eng.},
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  pages        = {3762--3774},
  year         = {2022},
  url          = {https://doi.org/10.1109/TNSE.2022.3177307},
  doi          = {10.1109/TNSE.2022.3177307},
}

@article{DBLP:journals/tetc/ZhangLWLCG22,
  author       = {Chenyan Zhang and
  Jing Li and
  Jia Wu and
  Donghua Liu and
  Jun Chang and
  Rong Gao},
  title        = {Deep Recommendation With Adversarial Training},
  journal      = {{IEEE} Trans. Emerg. Top. Comput.},
  volume       = {10},
  number       = {4},
  pages        = {1966--1978},
  year         = {2022},
  url          = {https://doi.org/10.1109/TETC.2022.3141422},
  doi          = {10.1109/TETC.2022.3141422},
}

@article{DBLP:journals/nn/ZhaoWPBMMHDDLYH22,
  author       = {Xusheng Zhao and
  Jia Wu and
  Hao Peng and
  Amin Beheshti and
  Jessica J. M. Monaghan and
  David McAlpine and
  Heivet Hernandez{-}Perez and
  Mark Dras and
  Qiong Dai and
  Yangyang Li and
  Philip S. Yu and
  Lifang He},
  title        = {Deep reinforcement learning guided graph neural networks for brain
  network analysis},
  journal      = {Neural Networks},
  volume       = {154},
  pages        = {56--67},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neunet.2022.06.035},
  doi          = {10.1016/J.NEUNET.2022.06.035},
}

@article{DBLP:journals/tsc/XuTZQHD22,
  author       = {Xiaolong Xu and
  Hao Tian and
  Xuyun Zhang and
  Lianyong Qi and
  Qiang He and
  Wanchun Dou},
  title        = {DisCOV: Distributed {COVID-19} Detection on X-Ray Images With Edge-Cloud
  Collaboration},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {15},
  number       = {3},
  pages        = {1206--1219},
  year         = {2022},
  url          = {https://doi.org/10.1109/TSC.2022.3142265},
  doi          = {10.1109/TSC.2022.3142265},
}

@article{DBLP:journals/tmm/ChenLWCXW22,
  author       = {Zhongze Chen and
  Jing Li and
  Jia Wu and
  Jun Chang and
  Yafu Xiao and
  Xiaoting Wang},
  title        = {Drift-Proof Tracking With Deep Reinforcement Learning},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {24},
  pages        = {609--624},
  year         = {2022},
  url          = {https://doi.org/10.1109/TMM.2021.3056896},
  doi          = {10.1109/TMM.2021.3056896},
}

@article{DBLP:journals/www/XiangZ22,
  author       = {Haolong Xiang and
  Xuyun Zhang},
  title        = {Edge computing empowered anomaly detection framework with dynamic
  insertion and deletion schemes on data streams},
  journal      = {World Wide Web},
  volume       = {25},
  number       = {5},
  pages        = {2163--2183},
  year         = {2022},
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  doi          = {10.1007/S11280-022-01052-Z},
}

@article{DBLP:journals/monet/ZhangQY22,
  author       = {Xuyun Zhang and
  Lianyong Qi and
  Yuan Yuan},
  title        = {Editorial: Convergency of {AI} and Cloud/Edge Computing for Big Data
  Applications},
  journal      = {Mob. Networks Appl.},
  volume       = {27},
  number       = {6},
  pages        = {2292--2294},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11036-022-01911-z},
  doi          = {10.1007/S11036-022-01911-Z},
}

@article{DBLP:journals/tifs/LiWQSZ22,
  author       = {Qin Li and
  Jia Wu and
  Junyu Quan and
  Jinjing Shi and
  Shichao Zhang},
  title        = {Efficient Quantum Blockchain With a Consensus Mechanism QDPoS},
  journal      = {{IEEE} Trans. Inf. Forensics Secur.},
  volume       = {17},
  pages        = {3264--3276},
  year         = {2022},
  url          = {https://doi.org/10.1109/TIFS.2022.3203316},
  doi          = {10.1109/TIFS.2022.3203316},
}

@article{DBLP:journals/tois/ZhangLHWZYG22,
  author       = {Ge Zhang and
  Zhao Li and
  Jiaming Huang and
  Jia Wu and
  Chuan Zhou and
  Jian Yang and
  Jianliang Gao},
  title        = {eFraudCom: An E-commerce Fraud Detection System via Competitive Graph
  Neural Networks},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {40},
  number       = {3},
  pages        = {47:1--47:29},
  year         = {2022},
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  doi          = {10.1145/3474379},
}

@article{DBLP:journals/tkde/DaiWPCJB22,
  author       = {Chenglong Dai and
  Jia Wu and
  Dechang Pi and
  Lin Cui and
  Blake W. Johnson and
  Stefanie I. Becker},
  title        = {Electroencephalogram Signal Clustering With Convex Cooperative Games},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {12},
  pages        = {5755--5769},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2021.3060742},
  doi          = {10.1109/TKDE.2021.3060742},
}

@article{DBLP:journals/vldb/LiuLWWYHZWXNS22,
  author       = {Fanzhen Liu and
  Zhao Li and
  Baokun Wang and
  Jia Wu and
  Jian Yang and
  Jiaming Huang and
  Yiqing Zhang and
  Weiqiang Wang and
  Shan Xue and
  Surya Nepal and
  Quan Z. Sheng},
  title        = {eRiskCom: an e-commerce risky community detection platform},
  journal      = {{VLDB} J.},
  volume       = {31},
  number       = {5},
  pages        = {1085--1101},
  year         = {2022},
  url          = {https://doi.org/10.1007/s00778-021-00723-z},
  doi          = {10.1007/S00778-021-00723-Z},
}

@article{DBLP:journals/tii/LiLLZL22,
  author       = {Jianhua Li and
  Lingjuan Lyu and
  Ximeng Liu and
  Xuyun Zhang and
  Xixiang Lyu},
  title        = {{FLEAM:} {A} Federated Learning Empowered Architecture to Mitigate
  DDoS in Industrial IoT},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {18},
  number       = {6},
  pages        = {4059--4068},
  year         = {2022},
  url          = {https://doi.org/10.1109/TII.2021.3088938},
  doi          = {10.1109/TII.2021.3088938},
}

@article{DBLP:journals/www/YangFZGWY22,
  author       = {Luming Yang and
  Shaojing Fu and
  Xuyun Zhang and
  Shize Guo and
  Yongjun Wang and
  Chi Yang},
  title        = {FlowSpectrum: a concrete characterization scheme of network traffic
  behavior for anomaly detection},
  journal      = {World Wide Web},
  volume       = {25},
  number       = {5},
  pages        = {2139--2161},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11280-022-01057-8},
  doi          = {10.1007/S11280-022-01057-8},
}

@article{DBLP:journals/nn/YaoLXWGCD22,
  author       = {Bowen Yao and
  Jing Li and
  Shan Xue and
  Jia Wu and
  Huanmei Guan and
  Jun Chang and
  Zhiquan Ding},
  title        = {{GARAT:} Generative Adversarial Learning for Robust and Accurate Tracking},
  journal      = {Neural Networks},
  volume       = {148},
  pages        = {206--218},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neunet.2022.01.010},
  doi          = {10.1016/J.NEUNET.2022.01.010},
}

@article{DBLP:journals/kbs/JalayerKPB22,
  author       = {Abdulrahman Jalayer and
  Mohsen Kahani and
  Asef Pourmasoumi and
  Amin Beheshti},
  title        = {HAM-Net: Predictive Business Process Monitoring with a hierarchical
  attention mechanism},
  journal      = {Knowl. Based Syst.},
  volume       = {236},
  pages        = {107722},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.knosys.2021.107722},
  doi          = {10.1016/J.KNOSYS.2021.107722},
}

@article{DBLP:journals/fgcs/ZhangZ0D0R22,
  author       = {Guoming Zhang and
  Xuyun Zhang and
  Muhammad Bilal and
  Wanchun Dou and
  Xiaolong Xu and
  Joel J. P. C. Rodrigues},
  title        = {Identifying fraud in medical insurance based on blockchain and deep
  learning},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {130},
  pages        = {140--154},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.future.2021.12.006},
  doi          = {10.1016/J.FUTURE.2021.12.006},
}

@article{DBLP:journals/bmcbi/DashtiDBBBLRA22,
  author       = {Hamed Dashti and
  Iman Dehzangi and
  Masroor Bayati and
  James Breen and
  Amin Beheshti and
  Nigel H. Lovell and
  Hamid R. Rabiee and
  Hamid Alinejad{-}Rokny},
  title        = {Integrative analysis of mutated genes and mutational processes reveals
  novel mutational biomarkers in colorectal cancer},
  journal      = {{BMC} Bioinform.},
  volume       = {23},
  number       = {1},
  pages        = {138},
  year         = {2022},
  url          = {https://doi.org/10.1186/s12859-022-04652-8},
  doi          = {10.1186/S12859-022-04652-8},
}

@article{DBLP:journals/kbs/QuZYWW22,
  author       = {Yutong Qu and
  Wei Emma Zhang and
  Jian Yang and
  Lingfei Wu and
  Jia Wu},
  title        = {Knowledge-aware document summarization: {A} survey of knowledge, embedding
  methods and architectures},
  journal      = {Knowl. Based Syst.},
  volume       = {257},
  pages        = {109882},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.knosys.2022.109882},
  doi          = {10.1016/J.KNOSYS.2022.109882},
}

@article{DBLP:journals/csur/HuSSDYZ22,
  author       = {Hongsheng Hu and
  Zoran Salcic and
  Lichao Sun and
  Gillian Dobbie and
  Philip S. Yu and
  Xuyun Zhang},
  title        = {Membership Inference Attacks on Machine Learning: {A} Survey},
  journal      = {{ACM} Comput. Surv.},
  volume       = {54},
  number       = {11s},
  pages        = {235:1--235:37},
  year         = {2022},
  url          = {https://doi.org/10.1145/3523273},
  doi          = {10.1145/3523273},
}

@article{DBLP:journals/tbd/ZhangQDHLKS22,
  author       = {Xuyun Zhang and
  Lianyong Qi and
  Wanchun Dou and
  Qiang He and
  Christopher Leckie and
  Ramamohanarao Kotagiri and
  Zoran Salcic},
  title        = {MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy
  Preservation},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {8},
  number       = {1},
  pages        = {125--139},
  year         = {2022},
  url          = {https://doi.org/10.1109/TBDATA.2017.2787661},
  doi          = {10.1109/TBDATA.2017.2787661},
}

@article{DBLP:journals/tnsm/WangLSB22,
  author       = {Shuang Wang and
  Xiaoping Li and
  Quan Z. Sheng and
  Amin Beheshti},
  title        = {Performance Analysis and Optimization on Scheduling Stochastic Cloud
  Service Requests: {A} Survey},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {19},
  number       = {3},
  pages        = {3587--3602},
  year         = {2022},
  url          = {https://doi.org/10.1109/TNSM.2022.3181145},
  doi          = {10.1109/TNSM.2022.3181145},
}

@article{DBLP:journals/tsc/CaoWFDYZYZ22,
  author       = {Bin Cao and
  Jiaxing Wang and
  Jing Fan and
  Shuiguang Deng and
  Jian Yang and
  Weiliang Zhao and
  Jianwei Yin and
  Mengchu Zhou},
  title        = {ProDiff: {A} Process Difference Detection Method Based on Hierarchical
  Decomposition},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {15},
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  year         = {2022},
  url          = {https://doi.org/10.1109/TSC.2019.2953853},
  doi          = {10.1109/TSC.2019.2953853},
}

@article{DBLP:journals/tist/XuLZZDQB22,
  author       = {Xiaolong Xu and
  Wentao Liu and
  Yulan Zhang and
  Xuyun Zhang and
  Wanchun Dou and
  Lianyong Qi and
  Md. Zakirul Alam Bhuiyan},
  title        = {{PSDF:} Privacy-aware IoV Service Deployment with Federated Learning
  in Cloud-Edge Computing},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {13},
  number       = {5},
  pages        = {70:1--70:22},
  year         = {2022},
  url          = {https://doi.org/10.1145/3501810},
  doi          = {10.1145/3501810},
}

@article{DBLP:journals/taslp/LiPLWNWYW22,
  author       = {Qian Li and
  Hao Peng and
  Jianxin Li and
  Jia Wu and
  Yuanxing Ning and
  Lihong Wang and
  Philip S. Yu and
  Zheng Wang},
  title        = {Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit
  Argument Relations},
  journal      = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
  volume       = {30},
  pages        = {520--533},
  year         = {2022},
  url          = {https://doi.org/10.1109/TASLP.2021.3138670},
  doi          = {10.1109/TASLP.2021.3138670},
}

@article{DBLP:journals/pr/MaLDWWX22,
  author       = {Jinyan Ma and
  Jing Li and
  Bo Du and
  Jia Wu and
  Jun Wan and
  Yafu Xiao},
  title        = {Robust face alignment by dual-attentional spatial-aware capsule networks},
  journal      = {Pattern Recognit.},
  volume       = {122},
  pages        = {108297},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patcog.2021.108297},
  doi          = {10.1016/J.PATCOG.2021.108297},
}

@article{DBLP:journals/ijlit/MatulionyteNMB22,
  author       = {Rita Matulionyte and
  Paul Nolan and
  Farah Magrabi and
  Amin Beheshti},
  title        = {Should AI-enabled medical devices be explainable?},
  journal      = {Int. J. Law Inf. Technol.},
  volume       = {30},
  number       = {2},
  pages        = {151--180},
  year         = {2022},
  url          = {https://doi.org/10.1093/ijlit/eaac015},
  doi          = {10.1093/IJLIT/EAAC015},
}

@article{DBLP:journals/nn/XuHWL22,
  author       = {Pinghua Xu and
  Wenbin Hu and
  Jia Wu and
  Weiwei Liu},
  title        = {Signed network representation with novel node proximity evaluation},
  journal      = {Neural Networks},
  volume       = {148},
  pages        = {142--154},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neunet.2022.01.014},
  doi          = {10.1016/J.NEUNET.2022.01.014},
}

@article{DBLP:journals/dcan/ZhangZHLLM22,
  author       = {Qiyun Zhang and
  Xuyun Zhang and
  Hongsheng Hu and
  Caizhong Li and
  Yinping Lin and
  Rui Ma},
  title        = {Sports match prediction model for training and exercise using attention-based
  {LSTM} network},
  journal      = {Digit. Commun. Networks},
  volume       = {8},
  number       = {4},
  pages        = {508--515},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.dcan.2021.08.008},
  doi          = {10.1016/J.DCAN.2021.08.008},
}

@article{DBLP:journals/toit/ZhangWCHXWL22,
  author       = {Rui Zhang and
  Libing Wu and
  Shuqin Cao and
  Xinrong Hu and
  Shan Xue and
  Dan Wu and
  Qingan Li},
  title        = {Task Offloading with Task Classification and Offloading Nodes Selection
  for MEC-Enabled IoV},
  journal      = {{ACM} Trans. Internet Techn.},
  volume       = {22},
  number       = {2},
  pages        = {51:1--51:24},
  year         = {2022},
  url          = {https://doi.org/10.1145/3475871},
  doi          = {10.1145/3475871},
}

@inproceedings{DBLP:conf/adma/AnwarYLBZ22,
  author       = {Adeem Ali Anwar and
  Irfan Younas and
  Guanfeng Liu and
  Amin Beheshti and
  Xuyun Zhang},
  editor       = {Weitong Chen and
  Lina Yao and
  Taotao Cai and
  Shirui Pan and
  Tao Shen and
  Xue Li},
  title        = {A Cricket-Based Selection Hyper-Heuristic for Many-Objective Optimization
  Problems},
  booktitle    = {Advanced Data Mining and Applications - 18th International Conference,
  {ADMA} 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings,
  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13726},
  pages        = {310--324},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-22137-8\_23},
  doi          = {10.1007/978-3-031-22137-8\_23},
}

@inproceedings{DBLP:conf/cikm/ShenHZZX22,
  author       = {Wei Shen and
  Xiaonan He and
  Chuheng Zhang and
  Xuyun Zhang and
  Jian Xie},
  editor       = {Mohammad Al Hasan and
  Li Xiong},
  title        = {A Transformer-Based User Satisfaction Prediction for Proactive Interaction
  Mechanism in DuerOS},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Information
  {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
  pages        = {1777--1786},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3511808.3557224},
  doi          = {10.1145/3511808.3557224},
}

@inproceedings{DBLP:conf/uic/LiuDZZQDC22,
  author       = {Bowen Liu and
  Wanchun Dou and
  Xiaokang Zhou and
  Xuyun Zhang and
  Lianyong Qi and
  Fei Dai and
  Chaochao Chen},
  title        = {An Intelligent Resource Scheduling Method with Edge Channel Deployment
  for {BPM}},
  booktitle    = {{IEEE} Smartworld, Ubiquitous Intelligence {\&} Computing, Scalable
  Computing {\&} Communications, Digital Twin, Privacy Computing, Metaverse,
  Autonomous {\&} Trusted Vehicles, SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
  2022, Haikou, China, December 15-18, 2022},
  pages        = {755--762},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00117},
  doi          = {10.1109/SMARTWORLD-UIC-ATC-SCALCOM-DIGITALTWIN-PRICOMP-METAVERSE56740.2022.00117},
}

@inproceedings{DBLP:conf/dsaa/XuLHYZL22,
  author       = {Rongwei Xu and
  Guanfeng Liu and
  Xianmei Hua and
  Shiqi Ye and
  Xuyun Zhang and
  Junwen Lu},
  editor       = {Joshua Zhexue Huang and
  Yi Pan and
  Barbara Hammer and
  Muhammad Khurram Khan and
  Xing Xie and
  Laizhong Cui and
  Yulin He},
  title        = {Attention-aware Multi-hop Trust Inference in Online Social Networks},
  booktitle    = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
  {DSAA} 2022, Shenzhen, China, October 13-16, 2022},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/DSAA54385.2022.10032362},
  doi          = {10.1109/DSAA54385.2022.10032362},
}

@inproceedings{DBLP:conf/cikm/ZhangPDWSLZY22,
  author       = {Ruitong Zhang and
  Hao Peng and
  Yingtong Dou and
  Jia Wu and
  Qingyun Sun and
  Yangyang Li and
  Jingyi Zhang and
  Philip S. Yu},
  editor       = {Mohammad Al Hasan and
  Li Xiong},
  title        = {Automating {DBSCAN} via Deep Reinforcement Learning},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Information
  {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
  pages        = {2620--2630},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3511808.3557245},
  doi          = {10.1145/3511808.3557245},
}

@inproceedings{DBLP:conf/wsdm/Luo0BYZWX22,
  author       = {Xuexiong Luo and
  Jia Wu and
  Amin Beheshti and
  Jian Yang and
  Xiankun Zhang and
  Yuan Wang and
  Shan Xue},
  editor       = {K. Selcuk Candan and
  Huan Liu and
  Leman Akoglu and
  Xin Luna Dong and
  Jiliang Tang},
  title        = {ComGA: Community-Aware Attributed Graph Anomaly Detection},
  booktitle    = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
  and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
  2022},
  pages        = {657--665},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3488560.3498389},
  doi          = {10.1145/3488560.3498389},
}

@inproceedings{DBLP:conf/cikm/RenJPLL00BY22,
  author       = {Jiaqian Ren and
  Lei Jiang and
  Hao Peng and
  Lingjuan Lyu and
  Zhiwei Liu and
  Chaochao Chen and
  Jia Wu and
  Xu Bai and
  Philip S. Yu},
  editor       = {Mohammad Al Hasan and
  Li Xiong},
  title        = {Cross-Network Social User Embedding with Hybrid Differential Privacy
  Guarantees},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Information
  {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
  pages        = {1685--1695},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3511808.3557278},
  doi          = {10.1145/3511808.3557278},
}

@inproceedings{DBLP:conf/wsdm/WuQ0YDZ22,
  author       = {Xiaotong Wu and
  Lianyong Qi and
  Xiaolong Xu and
  Shui Yu and
  Wanchun Dou and
  Xuyun Zhang},
  editor       = {K. Selcuk Candan and
  Huan Liu and
  Leman Akoglu and
  Xin Luna Dong and
  Jiliang Tang},
  title        = {Crowdsourcing-based Multi-Device Communication Cooperation for Mobile
  High-Quality Video Enhancement},
  booktitle    = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
  and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
  2022},
  pages        = {1140--1148},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3488560.3498484},
  doi          = {10.1145/3488560.3498484},
}

@inproceedings{DBLP:conf/www/LiFSJTWP22,
  author       = {Jianxin Li and
  Xingcheng Fu and
  Qingyun Sun and
  Cheng Ji and
  Jiajun Tan and
  Jia Wu and
  Hao Peng},
  editor       = {Fr{\'{e}}d{\'{e}}rique Laforest and
  Rapha{\"{e}}l Troncy and
  Elena Simperl and
  Deepak Agarwal and
  Aristides Gionis and
  Ivan Herman and
  Lionel M{\'{e}}dini},
  title        = {Curvature Graph Generative Adversarial Networks},
  booktitle    = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
  April 25 - 29, 2022},
  pages        = {1528--1537},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3485447.3512199},
  doi          = {10.1145/3485447.3512199},
}

@inproceedings{DBLP:conf/icdm/LiuMWYXB0PSA22,
  author       = {Fanzhen Liu and
  Xiaoxiao Ma and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Amin Beheshti and
  Chuan Zhou and
  Hao Peng and
  Quan Z. Sheng and
  Charu C. Aggarwal},
  editor       = {Xingquan Zhu and
  Sanjay Ranka and
  My T. Thai and
  Takashi Washio and
  Xindong Wu},
  title        = {{DAGAD:} Data Augmentation for Graph Anomaly Detection},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
  FL, USA, November 28 - Dec. 1, 2022},
  pages        = {259--268},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDM54844.2022.00036},
  doi          = {10.1109/ICDM54844.2022.00036},
}

@inproceedings{DBLP:conf/sigir/GongZC0B0YQ22,
  author       = {Wenwen Gong and
  Xuyun Zhang and
  Yifei Chen and
  Qiang He and
  Amin Beheshti and
  Xiaolong Xu and
  Chao Yan and
  Lianyong Qi},
  editor       = {Enrique Amig{\'{o}} and
  Pablo Castells and
  Julio Gonzalo and
  Ben Carterette and
  J. Shane Culpepper and
  Gabriella Kazai},
  title        = {{DAWAR:} Diversity-aware Web APIs Recommendation for Mashup Creation
  based on Correlation Graph},
  booktitle    = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
  and Development in Information Retrieval, Madrid, Spain, July 11 -
  15, 2022},
  pages        = {395--404},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3477495.3531962},
  doi          = {10.1145/3477495.3531962},
}

@inproceedings{DBLP:conf/icdm/XiangHZ22,
  author       = {Haolong Xiang and
  Hongsheng Hu and
  Xuyun Zhang},
  editor       = {Xingquan Zhu and
  Sanjay Ranka and
  My T. Thai and
  Takashi Washio and
  Xindong Wu},
  title        = {DeepiForest: {A} Deep Anomaly Detection Framework with Hashing Based
  Isolation Forest},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
  FL, USA, November 28 - Dec. 1, 2022},
  pages        = {1251--1256},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDM54844.2022.00163},
  doi          = {10.1109/ICDM54844.2022.00163},
}

@inproceedings{DBLP:conf/naacl/ZhuQNSBWWEW22,
  author       = {Wanrong Zhu and
  Yuankai Qi and
  Pradyumna Narayana and
  Kazoo Sone and
  Sugato Basu and
  Xin Wang and
  Qi Wu and
  Miguel P. Eckstein and
  William Yang Wang},
  editor       = {Marine Carpuat and
  Marie{-}Catherine de Marneffe and
  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
  title        = {Diagnosing Vision-and-Language Navigation: What Really Matters},
  booktitle    = {Proceedings of the 2022 Conference of the North American Chapter of
  the Association for Computational Linguistics: Human Language Technologies,
  {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
  pages        = {5981--5993},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.naacl-main.438},
  doi          = {10.18653/V1/2022.NAACL-MAIN.438},
}

@inproceedings{DBLP:conf/services/XuTZQHD22,
  author       = {Xiaolong Xu and
  Hao Tian and
  Xuyun Zhang and
  Lianyong Qi and
  Qiang He and
  Wanchun Dou},
  editor       = {Claudio Agostino Ardagna and
  Carl K. Chang and
  Rong N. Chang and
  Ernesto Damiani and
  Robert Ward and
  Fatos Xhafa and
  Jia Zhang},
  title        = {DisCOV: Distributed {COVID-19} Detection on X-Ray Images with Edge-Cloud
  Collaboration},
  booktitle    = {{IEEE} World Congress on Services, {SERVICES} 2022, Barcelona, Spain,
  July 10-16, 2022},
  pages        = {23},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/SERVICES55459.2022.00036},
  doi          = {10.1109/SERVICES55459.2022.00036},
}

@inproceedings{DBLP:conf/dsaa/ShahabikargarBKNZA22,
  author       = {Maryam Shahabikargar and
  Amin Beheshti and
  Amin Khatami and
  Ricky Nguyen and
  Xuyun Zhang and
  Hamid Alinejad{-}Rokny},
  editor       = {Joshua Zhexue Huang and
  Yi Pan and
  Barbara Hammer and
  Muhammad Khurram Khan and
  Xing Xie and
  Laizhong Cui and
  Yulin He},
  title        = {Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder
  Patterns},
  booktitle    = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
  {DSAA} 2022, Shenzhen, China, October 13-16, 2022},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/DSAA54385.2022.10032346},
  doi          = {10.1109/DSAA54385.2022.10032346},
}