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• Graphon Neural Networks and the Transferability of Graph Neural Networks
  2020 · 43 citations
• Graph Neural Networks for Motion Planning
  2020 · 15 citations
• Training Robust Graph Neural Networks with Topology Adaptive Edge Dropping
  2021 · 12 citations
• Transferability Properties of Graph Neural Networks
  2021 · 3 citations
• Learning Efficient Positional Encodings with Graph Neural Networks
  2025 · 1 citations
• Learning by Transference: Training Graph Neural Networks on Growing Graphs
  2021 · 1 citations
• Representation Power of Graph Neural Networks: Improved Expressivity via Algebraic Analysis
  2022 · 1 citations
• coVariance Neural Networks
  2022 · 1 citations
• A Manifold Perspective on the Statistical Generalization of Graph Neural Networks
  2024
• Generalizing Graph Convolutional Neural Networks with Edge-Variant Recursions on Graphs
  2019
• Training Stable Graph Neural Networks Through Constrained Learning
  2021
• Learning Graph Structure from Convolutional Mixtures
  2022
• Training Graph Neural Networks on Growing Stochastic Graphs
  2022