Hierarchical-Graph-Structured Edge Partition Models for Learning Evolving Community Structure

Xincan Yu, Sikun Yang

We propose a novel dynamic network model to capture evolving latent communities within temporal networks. To achieve this, we decompose each observed dynamic edge between vertices…