Popular GitHub Repositories for Message Passing Neural Network

Message Passing Neural Networks for Simplicial and Cell Complexes

Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)

GREAD: Graph Neural Reaction-Diffusion Networks, ICML 2023

Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)

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

Measuring generalization properties of graph neural networks

Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)

Official repository for Self-Attention Message Passing for Contrastive Few-Shot Learning

Master thesis: JAT (Jraph Attention Networks), a deep learning architecture to predict the potential energy and forces of molecules. Adapts Graph Attention Networks (GATv2) within the Message Passing Neural Networks framework to computational chemistry in JAX

A collection of projects using graph neural networks implemented from first principles, and using the PyTorch Geometric library