oversquashing

There are 5 repositories under oversquashing topic.

  • tech-srl/bottleneck

    Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"

    Language:Python946721
  • GraphRewiring-Tutorial

    ellisalicante/GraphRewiring-Tutorial

    This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications in Fairness"

    Language:Jupyter Notebook54203

  • jeongwhanchoi/PANDA

    🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024

    Language:Python20203

  • lrnzgiusti/on-oversquashing

    Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)

    Language:Jupyter Notebook14221

  • camille-004/gnn-long-range

    Exploring and visualizing limitations of message-passing paradigm for GNNs. 📉

    Language:TeX120