over-squashing

There are 7 repositories under over-squashing topic.

  • tech-srl/bottleneck

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

    Language:Python916721

  • luis-mueller/probing-graph-transformers

    Code for our paper "Attending to Graph Transformers"

    Language:Python74009
  • 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 Notebook52203

  • jeongwhanchoi/PANDA

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

    Language:Python14202

  • zhongyu1998/GTR

    Official implementation of the TPAMI 2023 paper "Growing Like a Tree: Finding Trunks From Graph Skeleton Trees"

    Language:Jupyter Notebook10100

  • jhonygiraldo/SJLR

    Repository of the paper "On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks" published in ACM CIKM 2023

    Language:Python7202

  • luis-mueller/bottleneck

    Code for our paper "Attending to Graph Transformers"

    Language:Python2000