Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings

Christopher Morris, Gaurav Rattan, Petra Mutzel

Graph kernels based on the $1$-dimensional Weisfeiler-Leman algorithm and corresponding neural architectures recently emerged as powerful tools for (supervised) learning with graph…