Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection

Artem Lutov, Dingqi Yang, Philippe Cudré-Mauroux

Graph embedding has become a key component of many data mining and analysis systems. Current graph embedding approaches either sample a large number of node pairs from a graph to l…