Convex--Concave Quadratic Spectral Filtering for Graph Neural Networks

Ranhui Yan, Jia Cai, Mengzhu Chen +1

Spectral graph neural networks (GNNs) interpret message passing as frequency-selective filtering. While low-order spectral filters are efficient, their limited selectivity often le…