Benchmarking Sheaf Neural Networks for Inductive Tasks
By Stefano Fiorini · Paper · cs.LG
Sheaf Neural Networks (SNNs) generalize message passing by replacing scalar edge weights of standard Graph Neural Networks (GNNs) with learnable, edge-dependent restriction maps between node stalks. Despite their strong theoretical foundations and promising transductive results,