23 citations · 23 across the 4 of their papers we have counts for
4 papers
scICML: Information-theoretic Co-clustering-based Multi-view Learning for the Integrative Analysis of Single-cell Multi-omics data
Pengcheng Zeng, Zhixiang Lin
Modern high-throughput sequencing technologies have enabled us to profile multiple molecular modalities from the same single cell, providing unprecedented opportunities to assay ce…
Elastic Coupled Co-clustering for Single-Cell Genomic Data
Pengcheng Zeng, Zhixiang Lin
The recent advances in single-cell technologies have enabled us to profile genomic features at unprecedented resolution and datasets from multiple domains are available, including…
On Joint Estimation of Gaussian Graphical Models for Spatial and Temporal Data
Zhixiang Lin, Tao Wang, Can Yang +1
In this paper, we first propose a Bayesian neighborhood selection method to estimate Gaussian Graphical Models (GGMs). We show the graph selection consistency of this method in the…
A Markov random field-based approach to characterizing human brain development using spatial-temporal transcriptome data
Zhixiang Lin, Stephan J. Sanders, Mingfeng Li +3
Human neurodevelopment is a highly regulated biological process. In this article, we study the dynamic changes of neurodevelopment through the analysis of human brain microarray da…