1 Introduction
2 Challenges and Problem Formulation
2.1 Graph Machine Learning
2.2 Curriculum Learning
2.3 Curriculum Graph Machine Learning
3 Categorization
4 Node-level Graph CL
5 Link-level Graph CL
6 Graph-level Graph CL
7 Future Directions