Pengcheng Zeng

Guided Co-clustering Transfer Across Unpaired and Paired Single-cell Multi-omics Data

GuidedCoC transfers clustering structures from unpaired scRNA-seq data to improve clustering and feature alignment in paired scRNA-seq/scATAC-seq data.

coupleCoC+: an information-theoretic co-clustering-basedtransfer learning framework for the integrative analysis of single-cell genomic data

coupleCoC+ improves clustering performance by integrating multimodal single-cell genomic data through transfer learning.

Coupled Co-clustering-based Unsupervised Transfer Learning for the Integrative Analysis of Single-Cell Genomic Data

This paper introduces a coupled co-clustering-based transfer learning method for integrating multimodal single-cell genomic data, improving clustering performance and matching cell subpopulations across data types.