Fix arXiv ID and improve model card

README.md

@@ -1,21 +1,20 @@
 ---
-license: apache-2.0
 language: en
 library_name: pytorch
+license: apache-2.0
 pipeline_tag: text-to-video
 tags:
-  - video generation
-  - personalized-generation
-  - text-to-video
-  - diffusion
-downloads: true
+- video-generation
+- personalized-generation
+- diffusion
 ---
 
 # LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation
 
 > Recent advances in diffusion models have significantly improved text-to-video generation, enabling personalized content creation with fine-grained control over both foreground and background elements. However, precise face-attribute alignment across subjects remains challenging, as existing methods lack explicit mechanisms to ensure intra-group consistency. We propose **LumosX**, a framework that advances both data and model design to achieve state-of-the-art performance in fine-grained, identity-consistent, and semantically aligned personalized multi-subject video generation.
 
-[![arXiv](https://img.shields.io/badge/arXiv-46f333f179-b31b1b.svg)](https://arxiv.org/abs/46f333f179)
+[![arXiv](https://img.shields.io/badge/arXiv-2603.20192-b31b1b.svg)](https://arxiv.org/abs/2603.20192)
+[![Hugging Face Paper](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Paper-yellow)](https://huggingface.co/papers/2603.20192)
 [![OpenReview](https://img.shields.io/badge/OpenReview-paper-blue)](https://openreview.net/forum?id=r5o6PWgzav)
 [![GitHub](https://img.shields.io/badge/GitHub-Code-blue)](https://github.com/alibaba-damo-academy/Lumos-Custom/tree/main/LumosX)
 [![Project Page](https://img.shields.io/badge/Project-Page-purple)](https://jiazheng-xing.github.io/lumosx-home/)
@@ -63,11 +62,11 @@ If you find this work useful, please cite:
 @inproceedings{xinglumosx,
   title={LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation},
   author={Xing, Jiazheng and Du, Fei and Yuan, Hangjie and Liu, Pengwei and Xu, Hongbin and Ci, Hai and Niu, Ruigang and Chen, Weihua and Wang, Fan and Liu, Yong},
-  booktitle={The Fourteenth International Conference on Learning Representations}
+  booktitle={The Fourteenth International Conference on Learning Representations},
+  year={2026}
 }
 ```
 
 ## 📣 Disclaimer
 
-This is the official release channel for LumosX weights. 
-
+This is the official release channel for LumosX weights.