Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis

Haodong Wen, Bodong Du, Ruixun Liu +2

Recently, the optimization of polynomial filters within Spectral Graph Neural Networks (GNNs) has emerged as a prominent research focus. Existing spectral GNNs mainly emphasize pol…