Author

Lichao Zhang

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Jul 2026

PeptideSGCL: Structure-Enhanced Graph-Transformer Encoding and Dual-Level Contrastive Learning for Peptide Property Prediction.

A multimodal dual-contrastive learning framework for peptide property prediction is proposed, which improves both the structural encoder and the contrastive learning strategy to enhance the quality of joint sequence-structure representations.

Jiajie Cai, Shuwen Xiong, Yuntao Yang et al. · ACS Synthetic Biology · 0 citations