Adaptive Topology-Semantic Fusion Contrastive Learning for Drug Repositioning.
Drug repositioning offers an efficient alternative to de novo drug development; however, accurately identifying potential drug-disease associations remains challenging. Existing methods do not fully exploit higher-order collaborative information at the drug-drug and disease-disease levels, and their feature fusion stra...