Learning node embeddings via summary graphs: a brief theoretical analysis

Houquan Zhou, Shenghua Liu, Danai Koutra +2

Graph representation learning plays an important role in many graph mining applications, but learning embeddings of large-scale graphs remains a problem. Recent works try to improv…