1 Introduction  
2 Explain ability  
3 GNN Explain ability  
3.1 Non-GNN-originated Methods  
3.2 GNN-originated Methods  
3.3 Evaluation Metrics  
3.4 Datasets  
4 Experiments  
5 Future Direction  
6 Conclusion