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Search results for heterophily

8 search results found

Graph Neural Networks With Heterophily ⭐ 162

This repository contains the resources on graph neural network (GNN) considering heterophily.

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework

Gradientgating ⭐ 29

Gradient gating (ICLR 2023)

Awesome Survey Graphs With Heterophily ⭐ 13

A Survey of Learning from Graphs with Heterophily

Directed Graph Neural Network ⭐ 12

Dir-GNN is a machine learning model that enables learning on directed graphs.

Code for GBK-GNN (paper accepted by WWW2022)

Heterobust ⭐ 9

How does Heterophily Impact the Robustness of Graph Neural Networks? Theoretical Connections and Practical Implications (KDD'22)

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1-8 of 8 search results

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