Card: HF paper link, public code repo, arXiv citation

README.md

@@ -33,8 +33,8 @@ tags:
 
 <p align="center">
   <a href="https://lijiaxing0213.github.io/DistillAlign">Project Page</a> ·
-  <a href="https://lijiaxing0213.github.io/DistillAlign/static/pdf/distillalign.pdf">Paper</a> ·
-  <a href="https://github.com/LiJiaxing0213/DistillAlign-release">Code</a>
+  <a href="https://huggingface.co/papers/2607.26811">Paper</a> ·
+  <a href="https://github.com/LiJiaxing0213/DistillAlign">Code</a>
 </p>
 
 **DistillAlign** aligns and balances the **mode-covering** and **mode-seeking**
@@ -85,10 +85,13 @@ for the exact protocol.
 
 ```bibtex
 @misc{li2026distillalign,
-  title        = {DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation},
-  author       = {Li, Jiaxing and Zou, Kai and Zhou, Cindy and Huang, Kaichen and Gao, Junyao and Wang, Zile and Liu, Yang and Liu, Bin and An, Bo and Li, Yangguang},
-  year         = {2026},
-  url          = {https://lijiaxing0213.github.io/DistillAlign}
+  title         = {DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation},
+  author        = {Li, Jiaxing and Zou, Kai and Zhou, Cindy and Huang, Kaichen and Gao, Junyao and Wang, Zile and Liu, Yang and Liu, Bin and An, Bo and Li, Yangguang},
+  year          = {2026},
+  eprint        = {2607.26811},
+  archivePrefix = {arXiv},
+  primaryClass  = {cs.CV},
+  url           = {https://arxiv.org/abs/2607.26811}
 }
 ```