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Shaohua Ma

Tsinghua Shenzhen International Graduate SchoolORCID 0000-0001-6649-171XUnclaimed ORCID profile · follow to get notified of new preprints

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Shaohua Ma1 paper · Tsinghua Shenzhen International Graduate School

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Bioinformatics· 1

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

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Keer Hu· 1 shared Xiao LiuiD· 1 shared Yang XiaoiD· 1 shared

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2025-2025 · peak 1/yr

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Keer Hu

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1 paper

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BioinformaticsbioRxivPreprintMar 7, 2025

Harnessing Generative Pre-trained Transformer for Antimicrobial Peptide Generation and MIC Prediction with Contrastive Learning

Keer Hu, Yang Xiao, Xiao Liu, Shaohua Ma

This paper introduces AMPCLGPT, a model that generates antimicrobial peptides and predicts their MIC values using contrastive learning and pre-training.

2 citations

protein sequencecontrastive learning

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