Author

Xiaoyuan Zhou

Primary ORCID profile (0000-0001-7410-3625 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Same name, identified by ORCID

Xiaoyuan ZhouiD1 paper · University of California, San Francisco

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:benchmark study· 1 Approach:experimental assay· 1 Organism:human· 1

Frequent Co-Authors

Bowei Han· 2 shared Minzhe ZhangiD· 2 shared Shishir Hebbar· 2 shared Wenbin Guo· 2 shared Wenhao GuiD· 2 shared Xiao Yang· 2 shared Yang LengiD· 2 shared Youjia MaiD· 2 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Bowei Han

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2 papers

Recent·Most cited

PromptBio: An Agentic Platform for End-to-End Computational Biomedical Research

Minzhe Zhang, Wenhao Gu, Bowei Han, Wenbin Guo, Jiayu Chen, Xiaoyuan Zhou, Yang Leng, Youjia Ma, Kai Li, Junbin Zheng, Shishir Hebbar, Weiying Wang, Aaron Huang, KC Shashidhar, Xiao Yang

PromptBio is an AI platform that translates research objectives into executable workflows, enabling reproducible and adaptable biomedical analyses.

bioRxiv · Sep 6, 2026 · PreprintBioinformatics

PromptBio-Bench: Benchmarking LLM-based Bioinformatics Agents for End-to-End Data Analysis

Wenbin Guo, Minzhe Zhang, Bowei Han, Youjia Ma, Yang Leng, Shishir Hebbar, Xiaoyuan Zhou, Wenhao Gu, Xiao Yang, Shashi Dhar

PromptBio-Bench evaluates LLM-based bioinformatics agents across 244 tasks, showing comparable performance between Biomni and ToolsGenie but declining accuracy with task difficulty.

bioRxiv · Jun 1, 2026 · PreprintBioinformatics