GitEventhandler / H2GCN-PyTorch
A pytorch implementation of H2GCN raised in the paper "Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs".
☆34Updated 2 years ago
Alternatives and similar repositories for H2GCN-PyTorch:
Users that are interested in H2GCN-PyTorch are comparing it to the libraries listed below
- NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…☆76Updated 3 months ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆49Updated 2 years ago
- The Open Source Code For ICML 2023 Paper "Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-pron…☆15Updated last year
- A collection of papers on Graph Structural Learning (GSL)☆54Updated last year
- ICML 2022, Finding Global Homophily in Graph Neural Networks When Meeting Heterophily☆42Updated 2 years ago
- Official repository for NeurIPS 2023 paper "When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homo…☆19Updated 3 months ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?