Before revision: Graph neural networks (GNNs) have generalized deep learning methods into graph-structured data with promising performance on graph mining tasks .
After revision: We study the problem of semi-supervised learning on graphs, for which graph neural networks (GNNs) have generalized deep learning methods into graph-structured data with promising performance on graph mining tasks .