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Recent Publications

    2025

  • Structural clustering for bipartite graphs, Mingyu Yang, Wentao Li, Wei Wang, Wen Dong, Min Gao, and Lu Qin. IEEE Transactions on Data and Knowledge Engineering,, 2025
    Graph
  • Detoxifying large language models via the diversity of toxic samples, Ying Zhao, Yuanzhao Guo, Xuemeng Weng, Yuan Tian, Wei Wang, and Yi Chang. EMNLP, 2025
    LLM
  • PUER: Boosting few-shot positive-unlabeled entity resolution with reinforcement learning, Yaoshu Wang, Mengyi Yan, and Wei Wang. EMNLP Findings, 2025
    DB
  • When inverse data outperforms: Exploring the pitfalls of mixed data in multi-stage fine-tuning, Mengyi Deng, Xin Li, Tingyu Zhu, Zhicheng Yang, Zhijiang Guo, and Wei Wang. EMNLP Findings, 2025
    LLM
  • Robustness feature adapter for eļ¬ƒcient adversarial training, Quanwei Wu, Jun Guo, Wei Wang, and Yi Wang. ECAI, 2025
    AdvML
  • Graph-based approximate nearest neighbor search by deep reinforcement routing, Mingjie Li, Junhao Lin, Dian Ouyang, Ying Zhang, and Wei Wang. ACM MM, 2025
    LLM DB
  • MRA-FD: Driver fatigue detection via deep convolutional modeling with local and global features, Xiaobo Zhang, Hailong Zheng, Qianjun Zhang, Hao Wang, and Wei Wang. IEEE Transactions on Vehicular Technology, 2025.
    DL App
  • DialogueAgents: A hybrid agent-based speech synthesis framework for multi-party dialogue, Xiang li, Duyi Pan, Hongru Xiao, Jiale Han, Jing Tang, Jiabao Ma, Wei Wang, and Bo Cheng. ICME, 2025
    DL App
  • Parameter estimation of structural dynamics with neural operators enabled surrogate modeling, Zhilu Lai, Mingyuan Zhou, Haoze Song, Wenjing Ye, and Wei Wang. Mechanical Systems and Signal Processing, 2025.
    AI4S
  • MetricEmbedding: Accelerate metric nearness by tropical inner product, Muyang Cao, Jiajun Yu, Xin Du, Gang Pan and Wei Wang. ICML, 2025.
    Theory
  • Influence-Guided Diffusion for Dataset Distillation, Mingyang Chen, Jiawei Du, Bo Huang, Yi Wang, Xiaobo Zhang, and Wei Wang. ICLR, 2025.
    DL DB
  • Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization, Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, and Wei Wang. ICLR, 2025.
    LLM
  • When Evolution Strategy Meets Language Models Tuning, Bo Huang, Yuxin Jiang, Mingyang Chen, Yi Wang, Hongyang Chen, and Wei Wang. COLING, 2025.
    LLM
  • ChatCAD: An MLLM-Guided Framework for Zero-shot CAD Drawing Restoration, Jing Tang, Hongru Xiao, Xiang Li, Wei Wang, and Zeyu Gong. ICASSP, 2025.
    LLM APP
  • Locally Balancing Signed Graphs, Weizhe Chen, Wentao Li, Min Gao, Dong Wen, Maolin Cai, and Wei Wang. KDD, 2025.
    DB Graph
  • Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries, Zhihao Li, Haoze SONG, Di Xiao, Zhilu Lai, and Wei Wang. KDD, 2025.
    AI4S PDE
  • Effective and General Distance Computation for Approximate Nearest Neighbor Search, Mingyu Yang, Wentao Li, Jiabao Jin, Xiaoyao Zhong, Xiangyu Wang, Zhitao Shen, Wei Jia, and Wei Wang. ICDE, 2025.
    LLM DB

    • 2024

  • Querying Numeric-Constrained Shortest Distances on Road Networks, Mingyu Yang, Wentao Li, Wei Wang, Dong Wen, and and Lu Qin. ICDE, 2024.
    DB Graph
  • Beyond the Commute: Unlocking the Potential of Electric Vehicles as Future Energy Storage Solutions (Vision Paper), Muhammad Aamir Cheema, Hao Wang, Wei Wang, Adel Nadjaran Toosi, Egemen Tanin, Jianzhong Qi, and Hanan Samet. ACM SIGSPATIAL, 2024.
    Best Vision Paper
    DB AI4S

Selected Publications