Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization

Fei Ding, Xiaohong Zhang, Justin Sybrandt +1

Graph representation learning based on graph neural networks (GNNs) can greatly improve the performance of downstream tasks, such as node and graph classification. However, the gen…