Author

Ruoqi Wang

The Hong Kong University of Science and Technology (Guangzhou)ORCID 0009-0005-3513-1945Unclaimed 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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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Research Focus:sequence-to-function modeling· 1 Approach:statistical model· 1

Frequent Co-Authors

Qiong LuoiD· 1 shared Zhuoyang CheniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Qiong LuoORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 11, 2026

ProtAug: An Empirical Investigation of pLM-Guided Data Augmentation for Protein Sequence Prediction Tasks

Zhuoyang Chen, Ruoqi Wang, Qiong Luo

This paper evaluates pLM-guided data augmentation for protein sequence prediction, showing that it improves performance across tasks with variation levels between 2-30%.

DOI 10.64898/2026.07.10.737545

protein sequencedeep learning

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