Author

Dehua Zou

Ningxia Medical University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:benchmark study· 1 Research Focus:benchmarking· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Jialin TangiD· 1 shared Jing-Cheng Feng· 1 shared Junwei DuaniD· 1 shared Qian‐Fei WangiD· 1 shared Qiong-Yi Zhang· 1 shared Rong-Rong He· 1 shared Siyuan WangiD· 1 shared Wanli LiangiD· 1 shared

Activity by Year

2026-2026 · 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

Jialin TangORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

A split-control criterion for few-shot adaptation in single-cell perturbation prediction

Wanli Liang, Yabing Yang, Qiong-Yi Zhang, Jing-Cheng Feng, Qian‐Fei Wang, Dehua Zou, Jialin Tang, Yang Liu, Siyuan Wang, Junwei Duan, Yu Bai, Yi-Fang Li, WanYang Sun, Yun-Feng Cao, Rong-Rong He

This paper introduces SafeDelta, a split-control criterion for few-shot adaptation in single-cell perturbation prediction, showing it improves reproducibility and identifies biological programs.

bioRxiv · Oct 13, 2026 · PreprintBioinformatics