Author

Guisheng Fan

East China University of Science and TechnologyORCID 0000-0002-2702-0242Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:transformer / foundation model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Bozitao ZhongiD· 1 shared Fan JiangiD· 1 shared Huiqun YuiD· 1 shared Liang HongiD· 1 shared Liang ZhangiD· 1 shared Mingchen LiiD· 1 shared Wanli OuyangiD· 1 shared Xinzhu MaiD· 1 shared

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2025-2025 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Bozitao ZhongORCID

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1 paper

Recent·Most cited

Bioinformaticsneural information processing systemsPeer-reviewedJan 1, 2025

Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models

Yuanxi Yu, Fan Jiang, Xinzhu Ma…·Mingchen Li

The paper introduces Venus-MAXWELL, a framework for predicting protein mutant stability using sequence-to-landscape learning, achieving higher accuracy and faster inference than existing methods.

1 citation

protein sequencedeep learning

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