arxivcs.LG2026-07-03
CoFEND: A Cross-Modal Fusion End-to-End Network for Cold-Start Drug-Drug Interaction Prediction
Di Wu, Hongyi Sun, Haichao Xu, Jia Chen, Zhong Chen, Jie Yang
Cold-start drug-drug interaction (DDI) prediction for new drugs is critical for minimizing unexpected adverse drug reactions. The key challenge is to capture similarity between new and known drugs. However, such similarity is closely associated with complex relationships and mech…