Update README.md

README.md

@@ -27,7 +27,7 @@ Shiwen Zhang, Xiaoyan Yang, Bojia Zi, Haibin Huang, Chi Zhang, Xuelong Li
 <p align="center">
   <a href='https://tele-ai.github.io/TeleStyle/'><img src='https://img.shields.io/badge/Project-Page-Green'></a>
   &nbsp;
-  <a href="todo"><img src="https://img.shields.io/static/v1?label=Arxiv&message=TeleStyle(coming)&color=red&logo=arxiv"></a>
+  <a href="http://arxiv.org/abs/2601.20175"><img src="https://img.shields.io/static/v1?label=Arxiv&message=TeleStyle&color=red&logo=arxiv"></a>
   &nbsp;
   <a href='https://huggingface.co/Tele-AI/TeleStyle'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-orange'></a>
   &nbsp;
@@ -39,7 +39,7 @@ Shiwen Zhang, Xiaoyan Yang, Bojia Zi, Haibin Huang, Chi Zhang, Xuelong Li
 
 ## 🔔News
 
-- [2026-01-28]: Released [Code](https://github.com/Tele-AI/TeleStyle), [Model](https://huggingface.co/Tele-AI/TeleStyle).
+- [2026-01-28]: Released [Code](https://github.com/Tele-AI/TeleStyle), [Model](https://huggingface.co/Tele-AI/TeleStyle), [Paper](http://arxiv.org/abs/2601.20175).
 
 ## How to use
 
@@ -51,13 +51,10 @@ Shiwen Zhang, Xiaoyan Yang, Bojia Zi, Haibin Huang, Chi Zhang, Xuelong Li
 If you find UniVideo useful for your research and applications, please cite using this BibTeX:
 
 ```bibtex
-@misc{teleai2026telestyle,
+@article{teleai2026telestyle,
     title={TeleStyle: Content-Preserving Style Transfer in Images and Videos}, 
     author={Shiwen Zhang and Xiaoyan Yang and Bojia Zi and Haibin Huang and Chi Zhang and Xuelong Li},
-    year={2026},
-    eprint={todo},
-    archivePrefix={arXiv},
-    primaryClass={cs.CV},
-    url={https://arxiv.org/abs/todo}, 
+    journal={arXiv preprint arXiv:2601.20175},
+    year={2026}
 }
 ```