over-squashing

There are 0 repository under over-squashing topic.

tech-srl / bottleneck
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
on the bottleneck of graph neural networks gnns over-squashing oversquashing
Language:Python 91
luis-mueller / probing-graph-transformers
Code for our paper "Attending to Graph Transformers"
graph-neural-network graph-transformer over-squashing transformer
Language:Python 69
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"
graph-neural-networks graph-representation-learning graph-rewiring learning-on-graphs tutorial over-squashing oversquashing
Language:Jupyter Notebook 49
zhongyu1998 / GTR
Official implementation of the TPAMI 2023 paper "Growing Like a Tree: Finding Trunks From Graph Skeleton Trees"
graph-neural-networks graph-representation-learning over-squashing
Language:Jupyter Notebook 8
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
graphneuralnetwork over-smoothing over-squashing rewiring
Language:Python 5
luis-mueller / bottleneck
Code for our paper "Attending to Graph Transformers"
over-squashing transformers graph-transformer graph-neural-network
Language:Python 2

tech-srl / bottleneck