Update README.md

README.md

@@ -345,7 +345,7 @@ For example, let's take Helios-Base. **(Diffusers Backend)**
 ## 🙌 Description
 
 - **Repository:** [Code](https://github.com/PKU-YuanGroup/Helios), [Page](https://pku-yuangroup.github.io/Helios-Page/)
-- **Paper:** [https://huggingface.co/papers/2411.17440](https://github.com/PKU-YuanGroup/Helios-Page/blob/main/helios_technical_report.pdf)
+- **Paper:** [https://huggingface.co/papers/2603.04379](https://huggingface.co/papers/2603.04379)
 - **Point of Contact:** [Shenghai Yuan](shyuan-cs@hotmail.com)
 
 ## ✏️ Citation
@@ -356,7 +356,7 @@ If you find our paper and code useful in your research, please consider giving a
 @article{helios,
   title={Helios: Real Real-Time Long Video Generation Model},
   author={Yuan, Shenghai and Yin, Yuanyang and Li, Zongjian and Huang, Xinwei and Yang, Xiao and Yuan, Li},
-  journal={arXiv preprint arXiv:2603.xxxxx},
+  journal={arXiv preprint arXiv:2603.04379},
   year={2026}
 }
 ```