Abstract: Graph Convolutional Networks (GCNs) have emerged as a leading approach for semi-supervised node classification. However, due to the uneven distribution of labeled nodes in graphs, only a ...

Abstract: Network modeling serves as a powerful tool for network management and optimization, enabling network operators to more accurately understand the network state by predicting critical ...