Update README.md

README.md

@@ -122,37 +122,28 @@ This model is released under the MIT License.
 ## Citation
 If you use Skywork-UniPic in your research, please cite:
 ```
-@misc{wang2025skyworkunipicunifiedautoregressive,
-      title={Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation}, 
-      author={Peiyu Wang and Yi Peng and Yimeng Gan and Liang Hu and Tianyidan Xie and Xiaokun Wang and Yichen Wei and Chuanxin Tang and Bo Zhu and Changshi Li and Hongyang Wei and Eric Li and Xuchen Song and Yang Liu and Yahui Zhou},
-      year={2025},
-      eprint={2508.03320},
-      archivePrefix={arXiv},
-      primaryClass={cs.CV},
-      url={https://arxiv.org/abs/2508.03320}, 
+@article{wang2025skywork,
+  title={Skywork unipic: Unified autoregressive modeling for visual understanding and generation},
+  author={Wang, Peiyu and Peng, Yi and Gan, Yimeng and Hu, Liang and Xie, Tianyidan and Wang, Xiaokun and Wei, Yichen and Tang, Chuanxin and Zhu, Bo and Li, Changshi and others},
+  journal={arXiv preprint arXiv:2508.03320},
+  year={2025}
 }
 ```
 
 ```
-@misc{wei2025skyworkunipic20building,
-      title={Skywork UniPic 2.0: Building Kontext Model with Online RL for Unified Multimodal Model}, 
-      author={Hongyang Wei and Baixin Xu and Hongbo Liu and Cyrus Wu and Jie Liu and Yi Peng and Peiyu Wang and Zexiang Liu and Jingwen He and Yidan Xietian and Chuanxin Tang and Zidong Wang and Yichen Wei and Liang Hu and Boyi Jiang and William Li and Ying He and Yang Liu and Xuchen Song and Eric Li and Yahui Zhou},
-      year={2025},
-      eprint={2509.04548},
-      archivePrefix={arXiv},
-      primaryClass={cs.CV},
-      url={https://arxiv.org/abs/2509.04548}, 
+@article{wei2025skywork,
+  title={Skywork unipic 2.0: Building kontext model with online rl for unified multimodal model},
+  author={Wei, Hongyang and Xu, Baixin and Liu, Hongbo and Wu, Cyrus and Liu, Jie and Peng, Yi and Wang, Peiyu and Liu, Zexiang and He, Jingwen and Xietian, Yidan and others},
+  journal={arXiv preprint arXiv:2509.04548},
+  year={2025}
 }
 ```
 
 ```
-@misc{wei2026skyworkunipic30unified,
-      title={Skywork UniPic 3.0: Unified Multi-Image Composition via Sequence Modeling}, 
-      author={Hongyang Wei and Hongbo Liu and Zidong Wang and Yi Peng and Baixin Xu and Size Wu and Xuying Zhang and Xianglong He and Zexiang Liu and Peiyu Wang and Xuchen Song and Yangguang Li and Yang Liu and Yahui Zhou},
-      year={2026},
-      eprint={2601.15664},
-      archivePrefix={arXiv},
-      primaryClass={cs.CV},
-      url={https://arxiv.org/abs/2601.15664}, 
+@article{wei2026skywork,
+  title={Skywork UniPic 3.0: Unified Multi-Image Composition via Sequence Modeling},
+  author={Wei, Hongyang and Liu, Hongbo and Wang, Zidong and Peng, Yi and Xu, Baixin and Wu, Size and Zhang, Xuying and He, Xianglong and Liu, Zexiang and Wang, Peiyu and others},
+  journal={arXiv preprint arXiv:2601.15664},
+  year={2026}
 }
 ```