Graph Theory for GNNs - Message Passing, Expressiveness, and Over-Smoothing
Engineering guide to the graph-theoretic foundations of GNNs - message passing framework, GCN/GraphSAGE/GAT, Weisfeiler-Leman expressive power, over-smoothing, and PyTorch Geometric implementation.