Author

Lizheng Liu

Tsinghua Shenzhen International Graduate SchoolORCID 0000-0002-6554-2041Unclaimed ORCID profile · follow to get notified of new preprints

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 Manda Sun· 1 shared Tao YuiD· 1 shared Xiongwen Li· 1 shared

Activity by Year

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

Leveraging large language models for metabolic engineering design

Xiongwen Li, Zhetao Guo, Yi Li, Zhu Liang, Ziyi Liu, Ke Wu, Jiahao Luo, Yuesheng Zhang, Lizheng Liu, Manda Sun, Yuanyuan Huang, Yu Chen, Tao Yu, Jens Nielsen, Hongting Tang, 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.

Trends in biotechnology · Apr 23, 2026Peer-reviewedSystems Biology