3 papers
stat.AP2026
Modeling Cell Developmental Trajectory using Multinomial Unbalanced Optimal Transport
Junhao Zhu, Kevin Zhang, Zhaolei Zhang +1
Single-cell trajectory analysis aims to reconstruct the biological developmental processes of cells as they evolve over time, leveraging temporal correlations in gene expression. D…
stat.ME2024
Stationarity of Manifold Time Series
Junhao Zhu, Dehan Kong, Zhaolei Zhang +1
In modern interdisciplinary research, manifold time series data have been garnering more attention. A critical question in analyzing such data is ``stationarity'', which reflects t…
stat.AP2024
LLOT: application of Laplacian Linear Optimal Transport in spatial transcriptome reconstruction
Junhao Zhu, Kevin Zhang, Dehan Kong +1
Single-cell RNA sequencing (scRNA-seq) allows transcriptional profiling, and cell-type annotation of individual cells. However, sample preparation in typical scRNA-seq experiments…