When Does A Spectral Graph Neural Network Fail in Node Classification?

Zhixian Chen, Tengfei Ma, Yang Wang

Spectral Graph Neural Networks (GNNs) with various graph filters have received extensive affirmation due to their promising performance in graph learning problems. However, it is k…