Before revision:  In this perspective, we present major applications of AI in drug discovery and discuss the relevant AI techniques, covering most recent progress in AI-driven drug discovery  .
After revision:  In this perspective, we present major applications of AI in drug discovery and discuss the relevant AI techniques, covering most recent progress in AI-driven drug discovery , we present the relevant AI techniques including model architectures and learning paradigms in the surveyed papers .