Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks

Ferran Hernandez Caralt, Guillermo Bernárdez Gil, Iulia Duta +2

Sheaf Neural Networks (SNNs) naturally extend Graph Neural Networks (GNNs) by endowing a cellular sheaf over the graph, equipping nodes and edges with vector spaces and defining li…