Author

Jiahao Teng

Tsinghua UniversityORCID 0009-0004-5774-3996Unclaimed 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:gene regulatory network inference· 1 Research Focus:protein design· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Hongyu YuiD· 1 shared Ruohan Ren· 1 shared Sihui Mao· 1 shared Stephen S.‐T. YauiD· 1 shared Yangtianze TaoiD· 1 shared Zixuan Bian· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperSynthetic Biology

Hongyu YuORCID

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1 paper

Recent·Most cited

Synthetic BiologyBriefings in BioinformaticsPeer-reviewedJul 25, 2024

Evolution is All You Need in Promoter Design and Optimization

Ruohan Ren, Hongyu Yu, Jiahao Teng…·Stephen S.‐T. Yau

This paper introduces CAPE, a model that improves promoter strength prediction by incorporating evolutionary information, achieving state-of-the-art results and enabling in silico directed evolution.

9 citations

deep learningtransformer / foundation model

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