1 Introduction  
1.1 Procedures of MRS  
1.2 Taxonomy  
2 Modality Encoder  
3 Feature Interaction  
4 Feature Enhancement  
5 Model Optimization  
6 Applications and Resources  
7 Challenges and Future Directions  
8 Conclusion