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• Pitfalls of Graph Neural Network Evaluation
  2018 · 636 citations
• Adversarial Attacks on Graph Neural Networks via Meta Learning
  2019 · 368 citations
• Directional Message Passing for Molecular Graphs
  2020 · 353 citations
• Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking
  2017 · 189 citations
• Diffusion Improves Graph Learning
  2019 · 176 citations
• GemNet: Universal Directional Graph Neural Networks for Molecules
  2021 · 128 citations
• Dual-Primal Graph Convolutional Networks
  2018 · 36 citations
• Reliable Graph Neural Networks via Robust Aggregation
  2020 · 24 citations
• Edge Directionality Improves Learning on Heterophilic Graphs
  2023 · 22 citations
• Rethinking Link Prediction for Directed Graphs
  2025
• Influence-Based Mini-Batching for Graph Neural Networks
  2022