Zi-Yan Deng

FKAN-MoCBDTI: Multimodal drug-target interaction prediction via collaborative bilinear attention and knowledge distillation.

Drug-target interaction (DTI) prediction plays a pivotal role in drug discovery and drug repurposing, yet current deep learning approaches still suffer from limitations in multimodal fusion, fine-grained cross-modal interaction modeling, nonlinear representation learning, and inductive generalization. To overcome these...