A Comprehensive Survey on Graph-Structured Small-Molecule Drug Discovery and Development with Deep Learning
Small-molecule drug discovery remains a cornerstone of modern therapeutics, yet traditional development pipelines are often limited by high costs, long timelines, and low success rates. Recent advances in graph-structured deep learning have significantly transformed the modeling of molecular structures, biological inte...