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Yu-Xiao Li

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#machine learning Preprint Oct 2026

Testing Central Structure for Complex Networks

Centrality measures rank nodes even when the observed differences can be explained by ordinary structural variation. We therefore study a preceding question: whether a network contains a statistically identifiable central structure at all. We formulate this question as a network-level hypothesis testing issue using the...

Qi-Long Wu, Yu-Xiao Li, Si-Meng Zhang et al. · 0 citations

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