2 papers
stat.ME2026
A Multilayer Probit Network Model for Community Detection with Dependent Edges and Layers
Dapeng Shi, Haoran Zhang, Tiandong Wang +1
Community detection in multilayer networks, which aims to identify groups of nodes exhibiting similar connectivity patterns across multiple network layers, has attracted considerab…
stat.ML2024
Simultaneous Identification of Sparse Structures and Communities in Heterogeneous Graphical Models
Dapeng Shi, Tiandong Wang, Zhiliang Ying
Exploring and detecting community structures hold significant importance in genetics, social sciences, neuroscience, and finance. Especially in graphical models, community detectio…