Author

Naixia Zhang

Chinese Academy of SciencesORCID 0000-0003-4824-5819Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Chen Zheng· 1 shared Chenmao Zhou· 1 shared Hao GuoiD· 1 shared Hualiang JiangiD· 1 shared Jie ChangiD· 1 shared Keke ZhangiD· 1 shared Lifan CheniD· 1 shared Mingyue ZhengiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperMolecular Biology

Chen Zheng

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1 paper

Recent·Most cited

Molecular BiologybioRxivPreprintMar 26, 2022

Drug design and repurposing with a sequence-to-drug paradigm

Lifan Chen, Zisheng Fan, Jie Chang…·Mingyue Zheng

This paper introduces a sequence-to-drug paradigm using TransformerCPI2.0 to discover drug-like molecules from protein sequences and validates its effectiveness for three targets.

1 citation

protein sequencedeep learning

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