Update README.md

README.md

@@ -58,5 +58,22 @@ https://github.com/starriver030515/FUSION/issues
 
 ## Paper or resources for more information
 
-- https://github.com/starriver030515/FUSION
-- Coming soon~ 
+- [https://arxiv.org/abs/2504.09925](https://arxiv.org/abs/2504.09925)
+- [https://github.com/starriver030515/FUSION](https://github.com/starriver030515/FUSION)
+
+## Citation
+
+If you find FUSION useful for your research and applications, please cite using this BibTeX:
+
+```bibtex
+@misc{liu2025fusionfullyintegrationvisionlanguage,
+      title={FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding}, 
+      author={Zheng Liu and Mengjie Liu and Jingzhou Chen and Jingwei Xu and Bin Cui and Conghui He and Wentao Zhang},
+      year={2025},
+      eprint={2504.09925},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2504.09925}, 
+}
+```
+