I. INTRODUCTION  
II. NOTATIONS AND PROBLEM FORMULATION  
III. AUTO REGRESSIVE DEEP GRAPH GENERATORS  
IV. AUTO ENCODER-BASED DEEP GRAPH GENERATORS  
V. RL-BASED DEEP GRAPH GENERATORS  
VI. ADVERSARIAL DEEP GRAPH GENERATORS  
VII. FLOW-BASED DEEP GRAPH GENERATORS  
VIII. APPLICATIONS  
IX. IMPLEMENTATIONS  
X. FUTURE DIRECTIONS  
XI. CONCLUSION  