2024
Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes
AAAI 2024technical
Despite the recent successes of vanilla Graph Neural Networks (GNNs) on various tasks, their foundation on pairwise networks inherently limits their capacity to discern latent higher-order interactions in complex systems. To bridge this capability gap, we propose a novel approach exploiting the ric…