Graph Encoder Ensemble for Simultaneous Vertex Embedding and Community Detection

Code

• github.com/cshen6/graphemd
  OfficialIn papernone★ 17

Abstract

In this paper, we introduce a novel and computationally efficient method for vertex embedding, community detection, and community size determination. Our approach leverages a normalized one-hot graph encoder and a rank-based cluster size measure. Through extensive simulations, we demonstrate the excellent numerical performance of our proposed graph encoder ensemble algorithm.

Tasks

Reproductions