225 citations · 303 across the 17 of their papers we have counts for
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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…
stat.ME2022
On the efficacy of higher-order spectral clustering under weighted stochastic block models
Xiao Guo, Hai Zhang, Xiangyu Chang
Higher-order structures of networks, namely, small subgraphs of networks (also called network motifs), are widely known to be crucial and essential to the organization of networks.…