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• Decoupling the Depth and Scope of Graph Neural Networks
  2022 · 54 citations
• How Powerful are K-hop Message Passing Graph Neural Networks
  2022 · 37 citations
• Geodesic Graph Neural Network for Efficient Graph Representation Learning
  2022 · 9 citations
• Network In Graph Neural Network
  2021 · 7 citations
• MAG-GNN: Reinforcement Learning Boosted Graph Neural Network
  2023 · 5 citations
• Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning
  2022 · 1 citations
• From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks
  2023 · 1 citations
• Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick
  2023
• Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
  2020
• An Efficient Subgraph GNN with Provable Substructure Counting Power
  2023
• Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks
  2023
• SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling
  2024
• Graph as Point Set
  2024