vGraph: A Generative Model for Joint Community Detection and Node Representational Learning

Fan-Yun Sun, Meng Qu, Jordan Hoffmann, Chin-Wei Huang, Jian Tang, NIPS-2019


This paper proposes a novel technique for learning node representations and at the same time perform community detection task for the graphical data by creating a generative model using the variational inference concepts.

Main Contributions

Implementation Details

Our Two Cents