Author

Junjie Xie

Sun Yat-sen UniversityORCID 0000-0002-1620-4281Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Huiying ZhaoiD· 1 shared Jiancong XieiD· 1 shared Qianmu YuaniD· 1 shared Yuedong YangiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Huiying ZhaoORCID

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1 paper

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BioinformaticsBriefings in BioinformaticsPeer-reviewedMar 24, 2023

Fast and accurate protein function prediction from sequence through pretrained language model and homology-based label diffusion

Qianmu Yuan, Junjie Xie, Jiancong Xie…·Yuedong Yang

SPROF-GO predicts protein functions from sequences using a pretrained language model and label diffusion, outperforming existing methods by over 10% in AUPR.

95 citationstop 1%

protein sequencemachine learning (classical)

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