Zhenqian Shen

DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction

Zhenqian Shen, Yu Liu, Xiaoyi Fu, Quanming Yao

Drug-drug interaction (DDI) prediction is essential for medication safety, yet it requires reasoning over heterogeneous biomedical evidence whose relevance changes across interaction mechanisms. We propose DDIAgents, a mechanism-conditioned multi-agent framework that performs DDI…Read more