Node-oriented Spectral Filtering for Graph Neural Networks

Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu +2

Graph neural networks (GNNs) have shown remarkable performance on homophilic graph data while being far less impressive when handling non-homophilic graph data due to the inherent…