Author

Jiayang Chen

Chinese University of Hong KongORCID 0000-0002-0056-088XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:batch correction / integration· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Huawen ZhongiD· 1 shared Irwin KingiD· 1 shared Liang Hong· 1 shared Licheng ZongiD· 1 shared Siyuan CheniD· 1 shared Ting‐Fung ChaniD· 1 shared Wenkai HaniD· 1 shared Xin GaoiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Huawen ZhongORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedAug 24, 2022

Self-supervised contrastive learning for integrative single cell RNA-seq data analysis

Wenkai Han, Yuqi Cheng, Jiayang Chen…·Yu Li

CLEAR is a self-supervised contrastive learning framework for scRNA-seq that improves clustering, batch correction, and pseudo-time inference by reducing technical noise and heterogeneity.

95 citationstop 2%

humanscRNA-seq

𝕏 PostBluesky