1 INTRODUCTION

1.1 Contributions of this survey

2 DEFINING COUNTERFACTUAL EXPLANATIONS IN GRAPHS

3 METHODS

4 EVALUATION

5 EMPIRICAL EVALUATION OF GCE METHODS

6 PRIVACY OF EXPLAINERS AND FAIRNESS OF ORACLES IN GCE

7 OPEN CHALLENGES AND FUTURE WORKS

8 CONCLUSION