Author

Juping Huang

Fudan 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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Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Guangyong CheniD· 1 shared Jiabin Yin· 1 shared John Z. H. ZhangiD· 1 shared Junde Xu· 1 shared Yuzhi XuiD· 1 shared Zhenjia GaniD· 1 shared Zhihao Wu· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBiochemistry

Guangyong ChenORCID

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1 paper

Recent·Most cited

CatESO: Differentiable Enzyme Sequence Optimization Guided by Substrate-Aware kcat Prediction

Zhenjia Gan, Yuzhi Xu, Junde Xu, Zhihao Wu, Juping Huang, Jiabin Yin, Guangyong Chen, John Z. H. Zhang

CatESO optimizes enzyme sequences to improve catalytic turnover by integrating kcat prediction with differentiable design, achieving higher predicted activity and structural confidence than existing methods.

Journal of the American Chemical Society · Sep 4, 2026Peer-reviewedBiochemistry