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• Hierarchical Graph Representation Learning with Differentiable Pooling
  2018 · 844 citations
• Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
  2023 · 40 citations
• Attending to Graph Transformers
  2023 · 32 citations
• Reconstruction for Powerful Graph Representations
  2021 · 4 citations
• Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
  2025 · 1 citations
• Probabilistic Graph Rewiring via Virtual Nodes
  2024 · 1 citations
• Principled Latent Diffusion for Graphs via Laplacian Autoencoders
  2026
• Understanding Generalization in Node and Link Prediction
  2025
• Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks
  2018
• Future Directions in the Theory of Graph Machine Learning
  2024