Author

Shiyi Liu

The Hong Kong University of Science and Technology (Guangzhou)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:protein sequence· 1

Frequent Co-Authors

Jiahang CaoiD· 1 shared Lingfeng ZhangiD· 1 shared Qiang ZhangiD· 1 shared Renjing XuiD· 1 shared Rui QingiD· 1 shared Sitao ZhangiD· 1 shared Yuetong FangiD· 1 shared Zixuan JiangiD· 1 shared

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2024-2024 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioengineering

Jiahang CaoORCID

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1 paper

Recent·Most cited

Recursive Cleaning for Large-scale Protein Data via Multimodal Learning

Zixuan Jiang, Sitao Zhang, Jiahang Cao, Qiang Zhang, Shiyi Liu, Yuetong Fang, Lingfeng Zhang, Rui Qing, Renjing Xu

The paper introduces ProtAC, a framework for cleaning large protein datasets using multimodal learning, achieving improved function prediction and a cleaned UniRef50 dataset.

bioRxiv · Oct 8, 2024 · PreprintBioengineering