Author

Jinhui Sun

Sichuan 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

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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 Approach:machine learning (classical)· 1 Research Focus:perturbation response prediction· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Bowen KeiD· 1 shared Jiancheng Lv· 1 shared Wei Ai· 1 shared Wencheng Liu· 1 shared Xianggen LiuiD· 1 shared Yifan ShiiD· 1 shared Z. Y. XueiD· 1 shared Zhuang Miao· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Bowen KeORCID

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1 paper

Recent·Most cited

A multi-agent molecular optimization framework leads to a rapid-recovery intravenous anesthetic candidate with an improved safety margin

Z. Y. Xue, Wei Ai, Zhuang Miao, Jinhui Sun, Zilin Wang, Wencheng Liu, Yifan Shi, Jiancheng Lv, Xianggen Liu, Bowen Ke

The paper introduces MASCOT, a multi-agent framework for molecular optimization, which improves anesthetic candidates with better safety and recovery properties.

bioRxiv · Aug 20, 2026 · PreprintBioinformatics