2025
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion
IJCAI 2025
Community detection, a vital technology for real-world applications, uncovers cohesive node groups (communities) by leveraging both topological and attribute similarities in social networks. However, existing Graph Convolutional Networks (GCNs) trained to maximize modularity often converge to subopt