Applying Spectral GCNs to heat diffusion on a 3-D torus: the heat kernel filter, PyTorch implementation, Chebyshev approximation, and the cold-start connection.

How the classical Fourier Transform generalises to arbitrary graphs: deriving the Graph Fourier Transform from the Laplacian eigenbasis and building up to the one-layer Spectral GCN.