Author

Haoran Sun

Microsoft (United States)ORCID 0000-0001-7565-009XUnclaimed ORCID profile · follow to get notified of new preprints

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Haoran Sun1 paper · Shanghai Artificial Intelligence Laboratory

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Synthetic Biology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Chuan CaoiD· 1 shared Fusong JuiD· 1 shared Guoqing LiuiD· 1 shared Haiguang LiuiD· 1 shared Liang HeiD· 1 shared Lijun WuiD· 1 shared Pan DengiD· 1 shared Tao QiniD· 1 shared

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1 shared paperSynthetic Biology

Chuan CaoORCID

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1 paper

Recent·Most cited

Synthetic BiologyNature Machine IntelligencePeer-reviewedSep 8, 2025

Accelerating protein engineering with fitness landscape modeling and reinforcement learning

Haoran Sun, Liang He, Pan Deng…·Tie‐Yan Liu

The paper introduces {micro}Protein, a framework combining deep learning and reinforcement learning to predict and discover high-gain protein mutants using single mutation data.

16 citationstop 3%

protein sequencedeep learning

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