Author

Hui Qian

Every paper listing this name carries an ORCID.

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Hui QianiD1 paper · Westlake University

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:large language model· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

An‐Ping ZengiD· 1 shared Chenchen HaniD· 1 shared Chentong WangiD· 1 shared Chunjun Zhan· 1 shared Fajie YuaniD· 1 shared Fengyuan Dai· 1 shared Hongyuan LuiD· 1 shared Jianming LiuiD· 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 paperBioengineering

An‐Ping ZengORCID

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1 paper

Recent·Most cited

Toward De Novo Protein Design from Natural Language

Fengyuan Dai, Shiyang You, Yudian Zhu, Yuan Gao, Lihao Fu, Xibin Zhou, Jin Su, Chentong Wang, Yuliang Fan, Qingsong Tan, Xiaoxiao Ma, Xianjun Deng, Letong Yu, Hui Qian, Yan He, , Fajie Yuan

This paper introduces Pinal, a foundation model that designs proteins from natural language descriptions, achieving functional alignment and experimental success in four design tasks.

Nature · Oct 21, 2026Peer-reviewedBioengineering