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1. This paper aims to detect clique communities and keep track of the major structural changes in time-varying social networks using the concept of a “community tree.”

• Paper: Guo, Wei, et al. “Efficient Community Detection in Large-Scale Dynamic Networks Using Topological Data Analysis.” arXiv preprint arXiv:2204.03191 (2022).
• Paper Link:https://arxiv.org/pdf/2204.03191.pdf