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Weigang Lu

12 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×3SIGKDD ×3WWW ×3ICDE ×2NeurIPS ×1

Frequent coauthors

Yaming Yang
×12
Ziyu Guan
×12
Wei Zhao
×12
Ziyu Zheng
×5
Zhe Wang
×3
Xinyan Huang
×3
Yibing Zhan
×3
Zheng Liang
×2
Dapeng Tao
×2
Yiheng Lu
×2
Jiangtao Cui
×1
Xiaofei He
×1

Papers

  1. Aligning Multiple Knowledge Graphs in A Single Pass
    WWW 2026 ·
    Yaming Yang
    ,
    Zhe Wang
    ,
    Ziyu Guan
    ,
    Wei Zhao
    , Weigang Lu,
    Xinyan Huang
    ,
    Jiangtao Cui
    ,
    Xiaofei He
  2. Beyond Single-Granularity Prompts: A Multi-Scale Chain-of-Thought Prompt Learning for Graph
    WWW 2026 ·
    Ziyu Zheng
    ,
    Yaming Yang
    ,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Xinyan Huang
    , Weigang Lu
  3. MessageShift: Fine-Grained Data Augmentation for Graph Neural Networks
    WWW 2026 · Weigang Lu,
    Zheng Liang
    ,
    Yaming Yang
    ,
    Ziyu Zheng
    ,
    Meng Yan
    ,
    Beilei Ling
    ,
    Ziyu Guan
    ,
    Wei Zhao
  4. ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs
    AAAI 2026 · Weigang Lu,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Yaming Yang
    ,
    Yujie Sun
    ,
    Zheng Liang
    ,
    Yibing Zhan
    ,
    Dapeng Tao
  5. A Translation-Based Heterogeneous Graph Neural Network for Multiple Knowledge Graphs Alignment
    ICDE 2025 ·
    Yaming Yang
    ,
    Zhuofeng Luo
    ,
    Zhe Wang
    , Weigang Lu,
    Yiheng Lu
    ,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Yuanhai Lv
  6. AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification
    AAAI 2025 · Weigang Lu,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Yaming Yang
    ,
    Yibing Zhan
    ,
    Yiheng Lu
    ,
    Dapeng Tao
  7. Defining and Discovering Hyper-meta-paths for Heterogeneous Hypergraphs
    NeurIPS 2025 ·
    Yaming Yang
    ,
    Ziyu Zheng
    , Weigang Lu,
    Zhe Wang
    ,
    Xinyan Huang
    ,
    Wei Zhao
    ,
    Ziyu Guan
  8. Discrepancy-Aware Graph Mask Auto-Encoder
    SIGKDD 2025 ·
    Ziyu Zheng
    ,
    Yaming Yang
    ,
    Ziyu Guan
    ,
    Wei Zhao
    , Weigang Lu
  9. Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs
    SIGKDD 2025 ·
    Ziyu Zheng
    ,
    Yaming Yang
    ,
    Ziyu Guan
    ,
    Wei Zhao
    , Weigang Lu
  10. SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks (Extended Abstract)
    ICDE 2025 · Weigang Lu,
    Yibing Zhan
    ,
    Binbin Lin
    ,
    Ziyu Guan
    ,
    Liu Liu
    ,
    Baosheng Yu
    ,
    Wei Zhao
    ,
    Yaming Yang
    ,
    Dacheng Tao
  11. AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation
    SIGKDD 2024 · Weigang Lu,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Yaming Yang
  12. NodeMixup: Tackling Under-Reaching for Graph Neural Networks
    AAAI 2024 · Weigang Lu,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Yaming Yang
    ,
    Long Jin