diff --git a/README.md b/README.md
index c959275..74361e8 100644
--- a/README.md
+++ b/README.md
@@ -67,10 +67,13 @@ If you already have ScenarioNet installed, you can check all operations by `pyth
 If you used this project in your research, please cite:
 
 ```latex
+```
 @article{li2023scenarionet,
-    title={ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling},
-    author={Li, Quanyi and Peng, Zhenghao and Feng, Lan and Duan, Chenda and Mo, Wenjie and Zhou, Bolei and others},
-    journal={arXiv preprint arXiv:2306.12241},
-    year={2023}
+  title={ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling},
+  author={Li, Quanyi and Peng, Zhenghao and Feng, Lan and Liu, Zhizheng and Duan, Chenda and Mo, Wenjie and Zhou, Bolei},
+  journal={Advances in Neural Information Processing Systems},
+  year={2023}
 }
 ```
+
+```