A method for the systematic generation of graph XAI benchmarks via Weisfeiler-Leman coloring

Michele Fontanesi, Alessio Micheli, Marco Podda +1

Graph neural networks have become the de facto model for learning from structured data. However, the decision-making process of GNNs remains opaque to the end user, which undermine…