Survey Paper | Conference |
---|---|
An Overview of Advanced Deep Graph Node Clustering | TCSS 2023 |
A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application | arXiv 2022 |
A Comprehensive Survey on Community Detection with Deep Learning | TNNLS 2022 |
Deep Learning for Community Detection: Progress, Challenges and Opportunities | IJCAI 2020 |
Pre-print Paper | Method | Conference | Code |
---|---|---|---|
SCGC : Self-Supervised Contrastive Graph Clustering | SCGC | arXiv 2022 | Pytorch |
Unsupervised Constrained Community Detection via Self-Expressive Graph Neural Network | SEComm | arXiv 2021 | Pytorch |
Graph Clustering with Dynamic Embedding | GRACE | arXiv 2017 | Tensorflow |