1 INTRODUCTION

2 SURVEY METHODOLOGY

3 PRELIMINARIES

4 PRE-TRAINING GNNS FOR GRAPH PROMPTING

5 PROMPT DESIGN FOR GRAPH TASKS

6 GRAPH PROMPTING IN MULTI-MODAL AND MULTI-DOMAIN AREAS

7 POTENTIAL APPLICATIONS

8 PROG: A UNIFIED LIBRARY FOR GRAPH PROMPTING

9 CHALLENGES AND FUTURE DIRECTIONS

10 CONCLUSION