Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks

Jhony H. Giraldo, Aref Einizade, Andjela Todorovic +4

Graph Neural Networks (GNNs) have shown great promise in modeling relationships between nodes in a graph, but capturing higher-order relationships remains a challenge for large-sca…