Abstract: If each vertex in a connected graph is labeled such that the values correspond one-to-one with the natural number set from 1 to the sum of vertices and edges, and if the sum of labels of ...
Abstract: Graph Convolutional Networks (GCNs) have been widely studied for semi-supervised learning tasks. It is known that the graph convolution operations in most of existing GCNs are composed of ...