9 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.SI2023★ 6 cited
Strong Consistency of Spectral Clustering for the Sparse Degree-Corrected Hypergraph Stochastic Block Model
Chong Deng, Xin-Jian Xu, Shihui Ying
We prove strong consistency of spectral clustering under the degree-corrected hypergraph stochastic block model in the sparse regime where the maximum expected hyperdegree is as sm…
cs.SI2023★ 9 cited
Hyperlink prediction via local random walks and Jensen-Shannon divergence
Xin-Jian Xu, Chong Deng, Li-Jie Zhang
Many real-world systems involving higher-order interactions can be modeled by hypergraphs, where vertices represent the systemic units and hyperedges describe the interactions amon…