CGC: Contrastive Graph Clustering forCommunity Detection and Tracking

Author:

Park Namyong1,Rossi Ryan2,Koh Eunyee2,Burhanuddin Iftikhar Ahamath2,Kim Sungchul2,Du Fan2,Ahmed Nesreen3,Faloutsos Christos1

Affiliation:

1. Carnegie Mellon University, USA

2. Adobe Research, USA

3. Intel Labs, USA

Publisher

ACM

Reference69 articles.

1. Leman Akoglu , Hanghang Tong , Brendan Meeder , and Christos Faloutsos . 2012 . PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. In SDM. SIAM / Omnipress , 439–450. Leman Akoglu, Hanghang Tong, Brendan Meeder, and Christos Faloutsos. 2012. PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. In SDM. SIAM / Omnipress, 439–450.

2. Thomas Aynaud and Jean-Loup Guillaume . 2011 . Multi-step community detection and hierarchical time segmentation in evolving networks . In Proceedings of the 5th SNA-KDD workshop, Vol. 11 . Thomas Aynaud and Jean-Loup Guillaume. 2011. Multi-step community detection and hierarchical time segmentation in evolving networks. In Proceedings of the 5th SNA-KDD workshop, Vol. 11.

3. Stephen  T. Barnard and Horst  D. Simon . 1993. A Fast Multilevel Implementation of Recursive Spectral Bisection for Partitioning Unstructured Problems . In PPSC. SIAM , 711–718. Stephen T. Barnard and Horst D. Simon. 1993. A Fast Multilevel Implementation of Recursive Spectral Bisection for Partitioning Unstructured Problems. In PPSC. SIAM, 711–718.

4. Mohamed Ishmael Belghazi Aristide Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio R. Devon Hjelm and Aaron C. Courville. 2018. Mutual Information Neural Estimation. In ICML(Proceedings of Machine Learning Research Vol. 80). PMLR 530–539. Mohamed Ishmael Belghazi Aristide Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio R. Devon Hjelm and Aaron C. Courville. 2018. Mutual Information Neural Estimation. In ICML(Proceedings of Machine Learning Research Vol. 80). PMLR 530–539.

5. Tanya  Y. Berger-Wolf and Jared Saia . 2006 . A framework for analysis of dynamic social networks. In KDD. ACM , 523–528. Tanya Y. Berger-Wolf and Jared Saia. 2006. A framework for analysis of dynamic social networks. In KDD. ACM, 523–528.

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