Abstract: Graph Convolutional Networks (GCN) and their variants utilize learnable weight matrices and nonlinear activation functions to extract features from data. The selection of activation ...

Node ranking, a fundamental task in network analysis, quantifies the relative significance of nodes within interconnected systems. Although recent advances in Graph Neural Networks (GNNs) have ...

GPU training is automatic if CUDA is available. CPU and Apple MPS are also supported.

GPU training is automatic if CUDA is available. CPU and Apple MPS are also supported.