A Comprehensive Survey on Community Detection with Deep Learning

Understand

A community reveals the features and connections of its members that are different from those in other communities in a network.

• Detecting communities is of great significance in network analysis.
• Despite the classical spectral clustering and statistical inference methods, we notice a significant development of deep learning techniques for community detection in recent years with their advantages in handling high dimensional network data.
• Hence, a comprehensive overview of community detection's latest progress through deep learning is timely to academics and practitioners.