Author

Zhu Liang

Wuhan UniversityPrimary ORCID profile (0000-0001-8223-5003 · 4 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Zhu LiangiD4 papers · University of Oxford

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Approach:large language model· 1 Organism:multiple species· 1

Frequent Co-Authors

Feiran LiiD· 1 shared Hongting TangiD· 1 shared Jens NielseniD· 1 shared Jiahao LuoiD· 1 shared Ke WuiD· 1 shared Lizheng LiuiD· 1 shared Manda Sun· 1 shared Tao YuiD· 1 shared

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2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Feiran LiORCID

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1 paper

Recent·Most cited

Systems BiologyTrends in biotechnologyPeer-reviewedApr 23, 2026

Leveraging large language models for metabolic engineering design

Xiongwen Li, Zhetao Guo, Yi Li…·Feiran Li

This paper develops a large language model-based method to extract metabolic engineering strategies from research articles and trains a hybrid model to predict engineering targets, outperforming traditional approaches.

8 citationstop 5%

multiple speciesdeep learning

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