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• Graphon Neural Networks and the Transferability of Graph Neural Networks
  2020 · 43 citations
• Graph Neural Tangent Kernel: Convergence on Large Graphs
  2023 · 4 citations
• Transferability Properties of Graph Neural Networks
  2021 · 3 citations
• Learning by Transference: Training Graph Neural Networks on Growing Graphs
  2021 · 1 citations
• Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning
  2026
• Landmark-Based Node Representations for Shortest Path Distance Approximations in Random Graphs
  2025
• Training Stable Graph Neural Networks Through Constrained Learning
  2021
• Training Graph Neural Networks on Growing Stochastic Graphs
  2022
• A Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs
  2022
• A Local Graph Limits Perspective on Sampling-Based GNNs
  2023
• Sampling Transferable Graph Neural Networks with Limited Graph Information
  2024