Graph as a feature: improving node classification with non-neural graph-aware logistic regression

Simon Delarue, Thomas Bonald, Tiphaine Viard

Graph Neural Networks (GNNs) and their message passing framework that leverages both structural and feature information, have become a standard method for solving graph-based machi…