diff --git a/README.md b/README.md
index e28e3b9..ebdb6f1 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,16 @@
 # DCT-Net: Domain-Calibrated Translation for Portrait Stylization
 
-### [Project page](https://menyifang.github.io/projects/DCTNet/DCTNet.html) |  [Video](https://www.youtube.com/watch?v=Y8BrfOjXYQM) | [Paper](coming soon)
+### [Project page](https://menyifang.github.io/projects/DCTNet/DCTNet.html) |  [Video](https://www.youtube.com/watch?v=Y8BrfOjXYQM) | [Paper](https://arxiv.org/abs/2207.02426)
 
 Official implementation of DCT-Net for Portrait Stylization.
 
 
 > [**DCT-Net: Domain-Calibrated Translation for Portrait Stylization**](arxiv_url_coming_soon),            
-> Yifang Men, Yuan Yao, Miaomiao Cui, Zhouhui Lian, Xuansong Xie, Xian-Sheng Hua     
-> In: ACM Transactions on Graphics (**SIGGRAPH 2022, Journal**) 
-> *arXiv preprint (coming soon)* 
+> Yifang Men(https://menyifang.github.io/)<sup>1</sup>, Yuan Yao<sup>1</sup>, Miaomiao Cui<sup>1</sup>, Zhouhui Lian(https://www.icst.pku.edu.cn/zlian/)<sup>2</sup>, Xuansong Xie<sup>1</sup>
+> _<sup>1</sup>[DAMO Academy, Alibaba Group](https://damo.alibaba.com), Beijing, China_  
+> _<sup>2</sup>[Wangxuan Institute of Computer Technology, Peking University](http://www.comp.polyu.edu.hk](https://www.icst.pku.edu.cn/), China_     
+> In: SIGGRAPH 2022 (**TOG**) 
+> *arXiv preprint (https://arxiv.org/abs/2207.02426)* 
 
 
 ## Demo
@@ -20,6 +22,9 @@ Full-body translation in multi-styles & Video stylization
 </tr>
 </table>
 
+## News
+(2022-07-07) The paper is available now at arxiv(https://arxiv.org/abs/2207.02426).
+
 
 ## Requirements