Yi Shi

PMAVP: A Mamba-Inspired Deep Learning Framework for Antiviral Peptide Identification and Functional Activity Prediction

PMAVP is proposed, a multi-task learning framework that integrates the ProtT5 pre-trained protein language model with a Mamba-inspired module for AVP identification and functional activity prediction and introduces Focal Loss to mitigate class imbalance and leverage transfer learning to enhance performance on functiona...