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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
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×3
Ziyu Zheng
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×3

Papers

  1. Aligning Multiple Knowledge Graphs in A Single Pass
    WWW 2026 ·
    Yaming Yang
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  2. Beyond Single-Granularity Prompts: A Multi-Scale Chain-of-Thought Prompt Learning for Graph
    WWW 2026 ·
    Ziyu Zheng
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  3. MessageShift: Fine-Grained Data Augmentation for Graph Neural Networks
    WWW 2026 · Weigang Lu
  4. ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs
    AAAI 2026 · Weigang Lu
  5. A Translation-Based Heterogeneous Graph Neural Network for Multiple Knowledge Graphs Alignment
    ICDE 2025 ·
    Yaming Yang
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  6. AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification
    AAAI 2025 · Weigang Lu
  7. Defining and Discovering Hyper-meta-paths for Heterogeneous Hypergraphs
    NeurIPS 2025 ·
    Yaming Yang
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  8. Discrepancy-Aware Graph Mask Auto-Encoder
    SIGKDD 2025 ·
    Ziyu Zheng
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  9. Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs
    SIGKDD 2025 ·
    Ziyu Zheng
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  10. SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks (Extended Abstract)
    ICDE 2025 · Weigang Lu
  11. AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation
    SIGKDD 2024 · Weigang Lu
  12. NodeMixup: Tackling Under-Reaching for Graph Neural Networks
    AAAI 2024 · Weigang Lu