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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
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Ye Sun
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Huijie Guo
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×1
Yuwen Ji
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Papers

  1. Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence
    ICML 2025 ·
    Yuankai Luo
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  2. Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning
    ICLR 2025 ·
    Yuankai Luo
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  3. eXpath: Explaining Knowledge Graph Link Prediction with Ontological Closed Path Rules
    VLDB 2025 ·
    Ye Sun
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  4. Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification
    NeurIPS 2024 ·
    Yuankai Luo
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  5. Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
    NeurIPS 2024 ·
    Yuankai Luo
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  6. Self-Supervised Representation Learning with Meta Comprehensive Regularization
    AAAI 2024 ·
    Huijie Guo
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  7. Stratified GNN Explanations through Sufficient Expansion
    AAAI 2024 ·
    Yuwen Ji
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