GitHub topics: over-squashing
tech-srl/bottleneck
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
Language: Python - Size: 844 KB - Last synced at: 19 days ago - Pushed at: about 3 years ago - Stars: 94 - Forks: 21
jeongwhanchoi/PANDA
🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024
Language: Python - Size: 130 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 15 - Forks: 3
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 Notebook - Size: 6.86 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 49 - Forks: 3
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: Python - Size: 463 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
luis-mueller/probing-graph-transformers Fork of rampasek/GraphGPS
Code for our paper "Attending to Graph Transformers"
Language: Python - Size: 12.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 1
luis-mueller/bottleneck Fork of tech-srl/bottleneck
Code for our paper "Attending to Graph Transformers"
Language: Python - Size: 859 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0