AINeutralarXiv – CS AI · 5h ago5/10
🧠
Graph Neural Network leveraging Higher-order Class Label Connectivity for Heterophilous Graphs
Researchers propose Label Context Classifier (LCC), a novel approach that enhances graph neural networks by capturing higher-order class label connectivity in heterophilous graphs where nodes with different labels tend to connect. The method integrates with existing GNNs and demonstrates superior performance on node classification tasks where traditional graph convolutional networks struggle.