PPaperPicks

Gang Kou

6 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2SIGKDD ×2EMNLP ×1WWW ×1

Frequent coauthors

Huaming Du
×5
Carl Yang
×5
Yu Zhao
×4
Guisong Liu
×4
Yijie Huang
×2
Tao Gu
×2
Hegui Zhang
×2
Guanyuan Yu
×1
Yijun Chen
×1
Liang Xu
×1
Tao Hu
×1
Su Yao
×1

Papers

  1. CastX: Cohort-Level Causal Inference Meets Statistical Testing for Faithful and Reliable GNN Explanations
    AAAI 2026 ·
    Guanyuan Yu
    ,
    Yijun Chen
    ,
    Liang Xu
    , Gang Kou
  2. Traceable Latent Variable Discovery Based on Multi-Agent Collaboration
    WWW 2026 ·
    Huaming Du
    ,
    Tao Hu
    ,
    Yijie Huang
    ,
    Yu Zhao
    ,
    Guisong Liu
    ,
    Tao Gu
    , Gang Kou,
    Carl Yang
  3. Transferable Graph Condensation from the Causal Perspective
    AAAI 2026 ·
    Huaming Du
    ,
    Yijie Huang
    ,
    Su Yao
    ,
    Yiying Wang
    ,
    Yueyang Zhou
    ,
    Jingwen Yang
    ,
    Jinshi Zhang
    ,
    Han Ji
    ,
    Yu Zhao
    ,
    Guisong Liu
    ,
    Hegui Zhang
    ,
    Carl Yang
    , Gang Kou
  4. Causal Discovery through Synergizing Large Language Model and Data-Driven Reasoning
    SIGKDD 2025 ·
    Huaming Du
    ,
    Yujia Zheng
    ,
    Baoyu Jing
    ,
    Yu Zhao
    , Gang Kou,
    Guisong Liu
    ,
    Tao Gu
    ,
    Weimin Li
    ,
    Carl Yang
  5. Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training
    EMNLP 2025 ·
    Huaming Du
    ,
    Lei Yuan
    ,
    Cancan Feng
    ,
    Guisong Liu
    , Gang Kou,
    Carl Yang
  6. Representation Learning of Temporal Graphs with Structural Roles
    SIGKDD 2024 ·
    Huaming Du
    ,
    Long Shi
    ,
    Xingyan Chen
    ,
    Yu Zhao
    ,
    Hegui Zhang
    ,
    Carl Yang
    ,
    Fuzhen Zhuang
    , Gang Kou