Author

Wenyu Liao

University of Hong Kong

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

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Bo Li· 1 shared Jiaming Kong· 1 shared Jizheng CheniD· 1 shared Lanxiang LiiD· 1 shared Luyi TianiD· 1 shared Shihong LuiD· 1 shared Shuangjia ZhengiD· 1 shared Wenle ReniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Bo Li

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1 paper

Recent·Most cited

A Systematic Comparison of Single-Cell Perturbation Response Prediction Models

Lanxiang Li, Yue You, Yunlin Fu, Wenyu Liao, Xueying Fan, Shihong Lu, Ye Cao, Bo Li, Wenle Ren, Jiaming Kong, Shuangjia Zheng, Jizheng Chen, Xiaodong Liu, Luyi Tian

The paper benchmarks 13 models for predicting single-cell perturbation responses across 25 datasets, finding performance varies with perturbation effect size and evaluation metric.

Science Advances · Sep 9, 2026Peer-reviewedBioinformatics