Maximizing Mutual Information Across Feature and Topology Views for Learning Graph Representations

Xiaolong Fan, Maoguo Gong, Yue Wu +1

Recently, maximizing mutual information has emerged as a powerful method for unsupervised graph representation learning. The existing methods are typically effective to capture inf…