Learning Graph Representation by Aggregating Subgraphs via Mutual Information Maximization

Chenguang Wang, Ziwen Liu

In this paper, we introduce a self-supervised learning method to enhance the graph-level representations with the help of a set of subgraphs. For this purpose, we propose a univers…