Update README.md

README.md

@@ -35,5 +35,10 @@ pip install flash-attn --no-build-isolation
 Please kindly cite our paper if you find this project helpful.
 
 ```
-
+@article{pan2025ufvideo,
+  title={UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Models},
+  author={Pan, Hewen and Wei, Cong and Liang, Dashuang and Huang, Zepeng and Gao, Pengfei and Zhou, Ziqi and Xue, Lulu and Yan, Pengfei and Wei, Xiaoming and Li, Minghui and others},
+  journal={arXiv preprint arXiv:2512.11336},
+  year={2025}
+}
 ```