Aldo Moscatelli

G$^2$N$^2$ : Weisfeiler and Lehman go grammatical

This paper introduces a framework for formally establishing a connection between a portion of an algebraic language and a Graph Neural Network (GNN). The framework leverages Context-Free Grammars (CFG) to organize algebraic operations into generative rules that can be translated into a GNN layer mod…