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Shenghui Zhang

6 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×3CIKM ×1ICDM ×1SIGKDD ×1

Frequent coauthors

Rongqin Chen
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Zijie Zhou
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Shunran Zhang
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Pak Lon Ip
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Papers

  1. Connectivity-Guided Sparsification of 2-FWL GNNs: Preserving Full Expressivity with Improved Efficiency
    AAAI 2026 ·
    Rongqin Chen
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  2. Advancing Graph Isomorphism Tests with Metric Space Indicators: A Tool for Improving Graph Learning Tasks
    CIKM 2025 · Shenghui Zhang
  3. Enhanced Subgraph Learning in 2-FWL GNNs via Local Connectivity, Spectral, and Distance Encodings
    SIGKDD 2025 ·
    Rongqin Chen
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  4. Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification
    AAAI 2025 ·
    Zijie Zhou
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  5. A Computation-Aware Shape Loss Function for Point Cloud Completion
    AAAI 2024 ·
    Shunran Zhang
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  6. HFGNN: Efficient Graph Neural Networks Using Hub-Fringe Structures
    ICDM 2024 ·
    Pak Lon Ip
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