Author

Jiayi Xin

University of Hong Kong

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Chang MaiD· 1 shared Haiteng Zhao· 1 shared Lijun WuiD· 1 shared Lingpeng KongiD· 1 shared Linjin ZhengiD· 1 shared Lu YangiD· 1 shared Qi LiuiD· 1 shared Qintong LiiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Chang MaORCID

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1 paper

Recent·Most cited

Retrieved Sequence Augmentation for Protein Representation Learning

Chang Ma, Haiteng Zhao, Linjin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Lu Yang, Qi Liu, Lingpeng Kong

This paper introduces a method to improve protein representation learning by retrieving and integrating similar sequences without alignment, achieving faster and more accurate predictions than traditional methods.

bioRxiv · Feb 22, 2023 · PreprintBioinformatics