10 skills found
tech-srl / BottleneckCode for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
ellisalicante / GraphRewiring TutorialThis repository holds code and other relevant files for the Learning on Graphs 2022 (LoG) tutorial "Graph Rewiring: From Theory to Applications in Fairness"
jctops / Understanding OversquashingNo description available
jeongwhanchoi / PANDA🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024
lrnzgiusti / On OversquashingOfficial repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)
gravins / SWANOfficial reference implementation of our paper "On Oversquashing in Graph Neural Networks Through The Lens of Dynamical Systems" accepted at AAAI 2025
kedar2 / FoSRFoSR: First-order spectral rewiring for addressing oversquashing in GNNs
XJTU-Graph-Intelligence-Lab / Multi Track Message PassingCode of MTGCN model for the paper "Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing"
kedar2 / OversquashingOversquashing in GNNs through the lens of information contraction and graph expansion
marshka / Spatiotemporal OversquashingOfficial repository for the paper "Over-squashing in Spatiotemporal Graph Neural Networks" (NeurIPS 2025)
