Update README.md

README.md

@@ -24,7 +24,7 @@ library_name: diffusers
   <a href=https://huggingface.co/collections/ByteDance/video-as-prompt target="_blank"><img src=https://img.shields.io/badge/%F0%9F%A4%97%20Models-d96902.svg height=22px></a>
   <a href=https://huggingface.co/datasets/BianYx/VAP-Data  target="_blank"><img src=https://img.shields.io/badge/%F0%9F%A4%97%20Dataset-276cb4.svg height=22px></a>
   <a href=https://github.com/bytedance/Video-As-Prompt target="_blank"><img src= https://img.shields.io/badge/Code-black.svg?logo=github height=22px></a>
-  <a href=https://yxbian23.github.io/ target="_blank"><img src=https://img.shields.io/badge/Arxiv-b5212f.svg?logo=arxiv height=22px></a>
+  <a href=https://arxiv.org/pdf/2510.20888 target="_blank"><img src=https://img.shields.io/badge/Arxiv-b5212f.svg?logo=arxiv height=22px></a>
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@@ -40,7 +40,7 @@ library_name: diffusers
 
 - Oct 24, 2025: 📖 We release the first unified semantic video generation model, [Video-As-Prompt (VAP)](https://github.com/bytedance/Video-As-Prompt)!
 - Oct 24, 2025: 🤗 We release the [VAP-Data](https://huggingface.co/datasets/BianYx/VAP-Data), the largest semantic-controlled video generation datasets with more than $100K$ samples!
-- Oct 24, 2025: 👋 We present the [technical report](https://yxbian23.github.io/) of Video-As-Prompt, please check out the details and spark some discussion!
+- Oct 24, 2025: 👋 We present the [technical report](https://arxiv.org/pdf/2510.20888) of Video-As-Prompt, please check out the details and spark some discussion!
 
       
 
@@ -243,26 +243,21 @@ bash examples/training/sft/cogvideox/vap_mot/train_multi_node.sh xxx:xxx:xxx:xxx
 * All scripts read shared config (datasets, output dir, batch size, etc.); edit the script to override.
 * Please edit `train_multi_node*.sh` base on your environment if you want to change the distributed settings (e.g., gpu num, node num, master addr/port, etc.).
 
-<!-- 
 ## 🔗 BibTeX
 
-If you found this repository helpful, please cite our report:
+❤️ If you found this repository helpful, please give us a star and cite our report:
 
 ```bibtex
-
-``` -->
-
+@article{bian2025videoasprompt,
+  title   = {Video-As-Prompt: Unified Semantic Control for Video Generation},
+  author  = {Yuxuan Bian and Xin Chen and Zenan Li and Tiancheng Zhi and Shen Sang and Linjie Luo and Qiang Xu},
+  journal = {arXiv preprint arXiv:2510.20888},
+  year    = {2025},
+  url     = {https://arxiv.org/abs/2510.20888}
+}
+```
 ## Acknowledgements
 
 We would like to thank the contributors to the [Finetrainers](https://github.com/huggingface/finetrainers), [Diffusers](https://github.com/huggingface/diffusers), [CogVideoX](https://github.com/zai-org/CogVideo), and [Wan](https://github.com/Wan-Video/Wan2.1) repositories, for their open research and exploration.
 
 
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