[Update] README.md

README.md

@@ -20,7 +20,7 @@ pipeline_tag: image-text-to-text
 
 <a href="https://scholar.google.com/citations?hl=zh-CN&user=9etrpbYAAAAJ">Tiancheng Gu*</a>,</span>
 <a href="https://kaicheng-yang0828.github.io">Kaicheng Yang*</a>,</span>
-<a href="https://kcz358.github.io/">kaichen Zhang</a>,</span>
+<a href="https://kcz358.github.io/">Kaichen Zhang</a>,</span>
 <a href="https://scholar.google.com/citations?hl=zh-CN&user=1ckaPgwAAAAJ">Xiang An</a>,</span>
 Ziyong Feng,</span> \
 <a href="https://scholar.google.com/citations?hl=en&user=LatWlFAAAAAJ">Yueyi Zhang</a>,</span>
@@ -137,16 +137,21 @@ else:
 ## 🖊️ Citation
 If you find this repository useful, please use the following BibTeX entry for citation.
 ```latex
-Coming Soon !!!
-
-@misc{gu2025unime,
-      title={Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs}, 
-      author={Tiancheng Gu and Kaicheng Yang and Ziyong Feng and Xingjun Wang and Yanzhao Zhang and Dingkun Long and Yingda Chen and Weidong Cai and Jiankang Deng},
+@misc{gu2025unimev2mllmasajudgeuniversalmultimodal,
+      title={UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning}, 
+      author={Tiancheng Gu and Kaicheng Yang and Kaichen Zhang and Xiang An and Ziyong Feng and Yueyi Zhang and Weidong Cai and Jiankang Deng and Lidong Bing},
       year={2025},
-      eprint={2504.17432},
+      eprint={2510.13515},
       archivePrefix={arXiv},
       primaryClass={cs.CV},
-      url={https://arxiv.org/abs/2504.17432}, 
+      url={https://arxiv.org/abs/2510.13515}, 
+}
+
+@inproceedings{unime,
+      title={Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs},
+      author={Gu, Tiancheng and Yang, Kaicheng and Feng, Ziyong and Wang, Xingjun and Zhang, Yanzhao and Long, Dingkun and Chen, Yingda and Cai, Weidong and Deng, Jiankang},
+      booktitle={ACM MM},
+      year={2025}
 }
 
 ```