Revisiting Chebyshev Approximation for Spectral Graph Convolutions in Graph Neural Networks

ChebNet's inferior performance is due to illegal coefficients leading to over-fitting, addressed by ChebNetII using Chebyshev interpolation. ChebNetII outperforms SOTA methods in graph neural networks.