Author

Yao Xiao

Peking University

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Jianzhe LiiD· 1 shared Peijie ZhouiD· 1 shared Qiangwei PengiD· 1 shared Xinyu Wang· 1 shared Yuchuan WangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Jianzhe LiORCID

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1 paper

Recent·Most cited

Unbalanced Perturbation Dynamics For Cell Fate Design

Qiangwei Peng, Yuchuan Wang, Jianzhe Li, Xinyu Wang, Yao Xiao, Peijie Zhou

This paper introduces U-Pert, a framework for modeling unbalanced perturbation dynamics in single-cell data, enabling forward prediction and inverse design of cellular interventions.

bioRxiv · Jul 4, 2026 · PreprintBioinformatics