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• Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting
  2022 · 332 citations
• Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model
  2021 · 7 citations
• Edgeless-GNN: Unsupervised Representation Learning for Edgeless Nodes
  2021 · 2 citations
• GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs
  2022 · 1 citations
• Do LLMs Build World Models From Text? A Multilingual Diagnostic of Spatial Reasoning
  2026
• Off-Dynamics Inverse Reinforcement Learning from Hetero-Domain
  2021
• On the Power of Gradual Network Alignment Using Dual-Perception Similarities
  2022
• Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks
  2024
• LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs
  2024