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stat.ME2025
Pseudo-Likelihood Ratio Screening based on Network Data with Applications
Wei Hu, Danyang Huang, Bo Zhang
Social network platforms today generate vast amounts of data, including network structures and a large number of user-defined tags, which reflect users' interests. The dimensionali…
stat.ME2024★ 1 cited
Distributed Pseudo-Likelihood Method for Community Detection in Large-Scale Networks
Jiayi Deng, Danyang Huang, Bo Zhang
This paper proposes a distributed pseudo-likelihood method (DPL) to conveniently identify the community structure of large-scale networks. Specifically, we first propose a block-wi…
stat.ME2023
Subsampling-Based Modified Bayesian Information Criterion for Large-Scale Stochastic Block Models
Jiayi Deng, Danyang Huang, Xiangyu Chang +1
Identifying the number of communities is a fundamental problem in community detection, which has received increasing attention recently. However, rapid advances in technology have…