Update README.md

README.md

@@ -22,21 +22,22 @@ pipeline_tag: image-to-video
 
 - For usage instructions, please see **https://github.com/thu-ml/TurboDiffusion**
 
-- Paper: [TurboDiffusion: Accelerating Video Diffusion Models by 100--200 Times](https://jt-zhang.github.io/files/TurboDiffusion_Technical_Report.pdf)
+- Paper: [TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times](https://jt-zhang.github.io/files/TurboDiffusion_Technical_Report.pdf)
 
 
 ## Citation
 ```
 @article{zhang2025turbodiffusion,
-  title={TurboDiffusion: Accelerating Video Diffusion Models by 100--200 Times},
+  title={TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times},
   author={Zhang, Jintao and Zheng, Kaiwen and Jiang, Kai and Wang, Haoxu and Stoica, Ion and Gonzalez, Joseph E. and Chen, Jianfei and Zhu, Jun},
+  journal={arXiv preprint arXiv:2512.16093},
   year={2025}
 }
 
 @software{turbodiffusion2025,
-  title={TurboDiffusion: Accelerating Video Diffusion Models by 100--200 Times},
-  author       = {The TurboDiffusion Team},
-  url          = {https://github.com/thu-ml/TurboDiffusion},
+  title={TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times},
+  author={The TurboDiffusion Team},
+  url={https://github.com/thu-ml/TurboDiffusion},
   year={2025}
 }