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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

Leong Hou U
×6
Pak Lon Ip
×5
Rongqin Chen
×4
Fan Mo
×2
Dan Wu
×2
Ye Li
×2
Shunran Zhang
×2
Xuekai Wei
×2
Tsz Nam Chan
×2
Yan Li
×1
Hoi Cheong Iam
×1
Zijie Zhou
×1

Papers

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