Update README.md

README.md

@@ -13,7 +13,7 @@ library_name: diffusers
 
 <div align="center">
   <a href='https://huggingface.co/papers/2606.10804'><img src='https://img.shields.io/badge/📖 arXiv-red'>
-  <a href='https://teal024.github.io/SCAIL-2/'><img src='https://img.shields.io/badge/🌐 Project Page-green'></a>
+  <a href='https://teal024.github.io/SCAIL-2'><img src='https://img.shields.io/badge/🌐 Project Page-green'></a>
   <a href='https://github.com/zai-org/SCAIL-2'><img src='https://img.shields.io/badge/💻 GitHub-black?logo=github'></a>
 </div>
 
@@ -69,10 +69,13 @@ Inference code, environment setup, and detailed instructions are provided in the
 ## 📄 Citation
 
 ```bibtex
-@article{yan2025scail,
-  title={SCAIL: Towards Studio-Grade Character Animation via In-Context Learning of 3D-Consistent Pose Representations},
-  author={Yan, Wenhao and Ye, Sheng and Yang, Zhuoyi and Teng, Jiayan and Dong, ZhenHui and Wen, Kairui and Gu, Xiaotao and Liu, Yong-Jin and Tang, Jie},
-  journal={arXiv preprint arXiv:2512.05905},
-  year={2025}
+@misc{yan2026scail2,
+      title={SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning}, 
+      author={Wenhao Yan and Fengjia Guo and Zhuoyi Yang and Jie Tang},
+      year={2026},
+      eprint={2606.10804},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2606.10804}, 
 }
 ```