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Dian Shen

10 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

ACL ×2ICML ×2WWW ×2AAAI ×1CIKM ×1NeurIPS ×1SIGMOD ×1

Frequent coauthors

Beilun Wang
×8
Xiao Tan
×6
Meng Wang
×6
Yan Zhang
×3
Yangyang Shen
×3
Peibo Duan
×2
Runhuai Chen
×1
Dandan Zhang
×1
Kaihong Huang
×1
Linghui Meng
×1
Tongtong Su
×1
Jiayi Wu
×1

Papers

  1. Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning
    ACL 2026 ·
    Runhuai Chen
    , Dian Shen,
    Dandan Zhang
    ,
    Kaihong Huang
    ,
    Linghui Meng
    ,
    Beilun Wang
  2. Identification of Influential Node Group in Attributed Graph through Explaining Graph Neural Network
    WWW 2026 ·
    Xiao Tan
    ,
    Tongtong Su
    ,
    Jiayi Wu
    ,
    Yan Zhang
    ,
    Binghui Xu
    , Dian Shen,
    Meng Wang
    ,
    Beilun Wang
  3. LiGen: Active Lipid Generation via a Molecular Language Model
    ACL 2026 ·
    Ying Zhan
    ,
    Xiuqi Tang
    ,
    Yan Zhang
    ,
    Xiao Tan
    , Dian Shen,
    Zhou Yu
    ,
    Beilun Wang
  4. Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security
    ICML 2025 ·
    Yangyang Shen
    ,
    Xiao Tan
    , Dian Shen,
    Meng Wang
    ,
    Beilun Wang
  5. Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding
    SIGMOD 2025 ·
    Feifan Liu
    ,
    Rong Gu
    ,
    Meng Li
    ,
    Haipeng Dai
    ,
    Baohan Wang
    ,
    Jie Tao
    , Dian Shen
  6. NoTeNet: Normalized Mutual Information-Driven Tuning-free Dynamic Dependence Network Inference Method for Multimodal Data
    WWW 2025 ·
    Xiao Tan
    ,
    Yangyang Shen
    ,
    Yan Zhang
    ,
    Jingwen Shao
    , Dian Shen,
    Meng Wang
    ,
    Beilun Wang
  7. Adaptive Group Personalization for Federated Mutual Transfer Learning
    ICML 2024 ·
    Haoqing Xu
    , Dian Shen,
    Meng Wang
    ,
    Beilun Wang
  8. DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph
    AAAI 2024 ·
    Jinghui Zhang
    ,
    Zhengjia Xu
    ,
    Dingyang Lv
    ,
    Zhan Shi
    , Dian Shen,
    Jiahui Jin
    ,
    Fang Dong
  9. Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix
    CIKM 2024 ·
    Xiao Tan
    ,
    Zhaoyang Wang
    ,
    Hao Qian
    ,
    Jun Zhou
    ,
    Peibo Duan
    , Dian Shen,
    Meng Wang
    ,
    Beilun Wang
  10. FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
    NeurIPS 2024 ·
    Xiao Tan
    ,
    Yiqin Wang
    ,
    Yangyang Shen
    , Dian Shen,
    Meng Wang
    ,
    Peibo Duan
    ,
    Beilun Wang