PPaperPicks

Mingsong Chen

East China Normal University, Software Engineering Institute, Shanghai Key Lab of Trustworthy Computing, Shanghai, China

22 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3922-0989 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×4ICDE ×3NeurIPS ×3SIGKDD ×3VLDB ×2CCS ×1CIKM ×1CVPR ×1ICLR ×1ICRA ×1IJCAI ×1SIGMOD ×1

Frequent coauthors

Ming Hu
×9
Xian Wei
×9
Xiaofei Xie
×7
Yutong Ye
×7
Xiang Lian
×7
Yanxin Yang
×4
Jian Yang
×4
Xuan Tang
×4
Chentao Jia
×3
Nan Zhang
×3
Pengyu Zhang
×3
Yihao Huang
×3

Papers

  1. AdaFedRec: Adaptive Heterogeneous Federated Recommender Systems Across Multi-Device Users
    ICDE 2026 ·
    Zhenkai Li
    ,
    Ming Hu
    ,
    Chentao Jia
    ,
    Yining Sun
    ,
    Zhufeng Lu
    ,
    Mingyang Yu
    ,
    Yanxin Yang
    ,
    Xiaofei Xie
    , Mingsong Chen
  2. Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings
    SIGMOD 2025 ·
    Yutong Ye
    ,
    Xiang Lian
    ,
    Nan Zhang
    , MingSong Chen
  3. FilterFL: Knowledge Filtering-based Data-Free Backdoor Defense for Federated Learning
    CCS 2025 ·
    Yanxin Yang
    ,
    Ming Hu
    ,
    Xiaofei Xie
    ,
    Yue Cao
    ,
    Pengyu Zhang
    ,
    Yihao Huang
    , Mingsong Chen
  4. GCLS2: Towards Efficient Community Detection Using Graph Contrastive Learning with Structure Semantics
    CIKM 2025 ·
    Qi Wen
    ,
    Yiyang Zhang
    ,
    Yutong Ye
    ,
    Yingbo Zhou
    ,
    Nan Zhang
    ,
    Xiang Lian
    , Mingsong Chen
  5. Gradients as An Action: Towards Communication-Efficient Federated Recommender Systems via Adaptive Action Sharing
    SIGKDD 2025 ·
    Zhufeng Lu
    ,
    Chentao Jia
    ,
    Ming Hu
    ,
    Xiaofei Xie
    , Mingsong Chen
  6. MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay
    AAAI 2025 ·
    Zeke Xia
    ,
    Ming Hu
    ,
    Dengke Yan
    ,
    Ruixuan Liu
    ,
    Anran Li
    ,
    Xiaofei Xie
    , Mingsong Chen
  7. PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction
    IJCAI 2025 ·
    Xiangxiang Shen
    ,
    Zheng Wan
    ,
    Lingfeng Wen
    ,
    Licheng Sun
    ,
    Jian Yang
    ,
    Xuan Tang
    ,
    Shing-Ho J. Lin
    ,
    Xiao He
    , Mingsong Chen,
    Xian Wei
  8. R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
    ICLR 2025 ·
    Zhiqiang Wu
    ,
    Yingjie Liu
    ,
    Hanlin Dong
    ,
    Xuan Tang
    ,
    Jian Yang
    ,
    Bo Jin
    , Mingsong Chen,
    Xian Wei
  9. Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset
    NeurIPS 2025 ·
    Jiahao Wu
    ,
    Ming Hu
    ,
    Yanxin Yang
    ,
    Xiaofei Xie
    ,
    Zekai Chen
    ,
    Chenyu Song
    , Mingsong Chen
  10. S3AND: Efficient Subgraph Similarity Search Under Aggregated Neighbor Difference Semantics
    VLDB 2025 ·
    Qi Wen
    ,
    Yutong Ye
    ,
    Xiang Lian
    , Mingsong Chen
  11. Approximate Matrix Multiplication over Sliding Windows
    SIGKDD 2024 ·
    Ziqi Yao
    ,
    Lianzhi Li
    , Mingsong Chen,
    Xian Wei
    ,
    Cheng Chen
  12. Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding
    VLDB 2024 ·
    Yutong Ye
    ,
    Xiang Lian
    , Mingsong Chen
  13. Exact Fusion via Feature Distribution Matching for Few-Shot Image Generation
    CVPR 2024 ·
    Yingbo Zhou
    ,
    Yutong Ye
    ,
    Pengyu Zhang
    ,
    Xian Wei
    , Mingsong Chen
  14. FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation
    ICDE 2024 ·
    Ming Hu
    ,
    Peiheng Zhou
    ,
    Zhihao Yue
    ,
    Zhiwei Ling
    ,
    Yihao Huang
    ,
    Anran Li
    ,
    Yang Liu
    ,
    Xiang Lian
    , Mingsong Chen
  15. FedMut: Generalized Federated Learning via Stochastic Mutation
    AAAI 2024 ·
    Ming Hu
    ,
    Yue Cao
    ,
    Anran Li
    ,
    Zhiming Li
    ,
    Chengwei Liu
    ,
    Tianlin Li
    , Mingsong Chen,
    Yang Liu
  16. Hyperbolic Graph Diffusion Model
    AAAI 2024 ·
    Lingfeng Wen
    ,
    Xuan Tang
    ,
    Mingjie Ouyang
    ,
    Xiangxiang Shen
    ,
    Jian Yang
    ,
    Daxin Zhu
    , Mingsong Chen,
    Xian Wei
  17. Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
    SIGKDD 2024 ·
    Ming Hu
    ,
    Zhihao Yue
    ,
    Xiaofei Xie
    ,
    Cheng Chen
    ,
    Yihao Huang
    ,
    Xian Wei
    ,
    Xiang Lian
    ,
    Yang Liu
    , Mingsong Chen
  18. ProEqBEV: Product Group Equivariant BEV Network for 3D Object Detection in Road Scenes of Autonomous Driving
    ICRA 2024 ·
    Hongwei Liu
    ,
    Jian Yang
    ,
    Zhengyu Li
    ,
    Ke Li
    ,
    Jianzhang Zheng
    ,
    Xihao Wang
    ,
    Xuan Tang
    , Mingsong Chen,
    Xiong You
    ,
    Xian Wei
  19. SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
    NeurIPS 2024 ·
    Yanxin Yang
    ,
    Chentao Jia
    ,
    Dengke Yan
    ,
    Ming Hu
    ,
    Tianlin Li
    ,
    Xiaofei Xie
    ,
    Xian Wei
    , Mingsong Chen
  20. Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning
    AAAI 2024 ·
    Xiao Du
    ,
    Yutong Ye
    ,
    Pengyu Zhang
    ,
    Yaning Yang
    , Mingsong Chen,
    Ting Wang
  21. Top-L Most Influential Community Detection Over Social Networks
    ICDE 2024 ·
    Nan Zhang
    ,
    Yutong Ye
    ,
    Xiang Lian
    , Mingsong Chen
  22. WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
    NeurIPS 2024 ·
    Jun Xia
    ,
    Zhihao Yue
    ,
    Yingbo Zhou
    ,
    Zhiwei Ling
    ,
    Yiyu Shi
    ,
    Xian Wei
    , Mingsong Chen