1 Introduction  
2 Background  
3 Intelligent Drug Discovery  
4 Graph Machine Learning for Drug Discovery  
5 Knowledge-based Intelligent Drug Discovery  
6 Knowledge-augmented Graph Machine Learning for Drug Discovery  
8 Discussion and Open Challenges