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Lei Shi

7 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

AAAI ×2NeurIPS ×2ICLR ×1ICML ×1VLDB ×1

Frequent coauthors

Yuankai Luo
×4
Xiao-Ming Wu
×4
Hongkang Li
×2
Qijiong Liu
×1
Ye Sun
×1
Yongxin Tong
×1
Huijie Guo
×1
Ying Ba
×1
Jie Hu
×1
Lingyu Si
×1
Wenwen Qiang
×1
Yuwen Ji
×1

Papers

  1. Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence
    ICML 2025 ·
    Yuankai Luo
    , Lei Shi,
    Xiao-Ming Wu
  2. Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning
    ICLR 2025 ·
    Yuankai Luo
    ,
    Hongkang Li
    ,
    Qijiong Liu
    , Lei Shi,
    Xiao-Ming Wu
  3. eXpath: Explaining Knowledge Graph Link Prediction with Ontological Closed Path Rules
    VLDB 2025 ·
    Ye Sun
    , Lei Shi,
    Yongxin Tong
  4. Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification
    NeurIPS 2024 ·
    Yuankai Luo
    , Lei Shi,
    Xiao-Ming Wu
  5. Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
    NeurIPS 2024 ·
    Yuankai Luo
    ,
    Hongkang Li
    , Lei Shi,
    Xiao-Ming Wu
  6. Self-Supervised Representation Learning with Meta Comprehensive Regularization
    AAAI 2024 ·
    Huijie Guo
    ,
    Ying Ba
    ,
    Jie Hu
    ,
    Lingyu Si
    ,
    Wenwen Qiang
    , Lei Shi
  7. Stratified GNN Explanations through Sufficient Expansion
    AAAI 2024 ·
    Yuwen Ji
    , Lei Shi,
    Zhimeng Liu
    ,
    Ge Wang