6 citations · 10 across the 6 of their papers we have counts for
5 papers · 1 filter
Global Synchronization for Multi-Source Data Integration under Blockwise Missing Patterns
Runbing Zheng, Dmitriy Kunisky
Multi-source data integration problems over datasets from different sources covering different but possibly overlapping sets of entities have become increasingly important in many…
A functional tensor model for dynamic multilayer networks with common invariant subspaces and the RKHS estimation
Runshi Tang, Runbing Zheng, Anru R. Zhang +1
Dynamic multilayer networks are frequently used to describe the structure and temporal evolution of multiple relationships among common entities, with applications in fields such a…
Detection and estimation of vertex-wise latent position shifts across networks
Runbing Zheng
Pairwise network comparison is essential for various applications, including neuroscience, disease research, and dynamic network analysis. While existing literature primarily focus…
Dynamic networks clustering via mirror distance
Runbing Zheng, Avanti Athreya, Marta Zlatic +2
The classification of different patterns of network evolution, for example in brain connectomes or social networks, is a key problem in network inference and modern data science. B…
Chain-linked multiple matrix integration via embedding alignment
Runbing Zheng, Minh Tang
Motivated by the increasing demand for multi-source data integration in various scientific fields, in this paper we study matrix completion in scenarios where the data exhibits cer…