2 papers
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…
stat.ME2023
Multilayer Network Regression with Eigenvector Centrality and Community Structure
Zhuoye Han, Tiandong Wang, Zhiliang Ying
In the analysis of complex networks, centrality measures and community structures play pivotal roles. For multilayer networks, a critical challenge lies in effectively integrating…