Zhaofeng Niu

ProAlign-DDI: A Zero-Shot Drug–Drug Interaction Event Prediction Framework with Prototype Alignment

A novel framework, ProAlign-DDI, which integrates a Substructure-Guided Semantic Adaptive Aggregation Module (SAAM) with a Prototype Alignment Module (PAM), which adaptively captures task-relevant features to produce high-quality aggregated representations and employs class-level semantic prototypes to regularize these...