Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
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Apr 25, 2022 - Python
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oversquashing
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This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications in Fairness"
tutorial
graph-neural-networks
graph-representation-learning
over-squashing
oversquashing
graph-rewiring
learning-on-graphs
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Dec 20, 2022 - Jupyter Notebook
🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024
bottleneck
icml
graph-neural-networks
over-squashing
message-passing-neural-network
oversquashing
icml-2024
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Sep 14, 2024 - Python
Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)
graph-convolutional-networks
graph-attention-networks
graph-neural-networks
graph-sage
message-passing-neural-network
oversquashing
graph-isomorphism-networks
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Sep 4, 2023 - Jupyter Notebook
Exploring and visualizing limitations of message-passing paradigm for GNNs. 📉
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Jul 1, 2023 - TeX
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