diff --git a/README.md b/README.md
index c279b4a..ac2d3cb 100644
--- a/README.md
+++ b/README.md
@@ -127,7 +127,12 @@ Thanks for their great work!
 If you find our work useful in your research, please consider citing:
 
 ```bibtex
-xxx
+@article{feng2024hyper,
+  title={Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation},
+  author={Feng, Yifan and Huang, Jiangang and Du, Shaoyi and Ying, Shihui and Yong, Jun-Hai and Li, Yipeng and Ding, Guiguang and Ji, Rongrong and Gao, Yue},
+  journal={arXiv preprint arXiv:2408.04804},
+  year={2024}
+}
 ```
 
 # About Hypergraph Computation