Update README.md

README.md

@@ -213,13 +213,21 @@ plt.close()
 </p>
 
 ## Citation
-If you find RzenEmbed useful for your research and applications, please cite using this BibTeX:
+If you find FG-CLIP 2 useful for your research and applications, please cite using this BibTeX:
 
 ```
-@article{jian2025rzenembed,
-  title={RzenEmbed: Towards Comprehensive Multimodal Retrieval},
-  author={Jian, Weijian and Zhang, Yajun and Liang, Dawei and Xie, Chunyu and He, Yixiao and Leng, Dawei and Yin, Yuhui},
-  journal={arXiv preprint arXiv:2510.27350},
+@article{xie2025fg2,
+  title={FG-CLIP 2: A Bilingual Fine-grained Vision-language Alignment Model},
+  author={Xie, Chunyu and Wang, Bin and Kong, Fanjing and Li, Jincheng and Liang, Dawei and Ao, Ji and Leng, Dawei and Yin, Yuhui},
+  journal={arXiv preprint arXiv:2510.10921},
+  year={2025}
+}
+```
+```
+@article{xie2025fg,
+  title={FG-CLIP: Fine-Grained Visual and Textual Alignment},
+  author={Xie, Chunyu and Wang, Bin and Kong, Fanjing and Li, Jincheng and Liang, Dawei and Zhang, Gengshen and Leng, Dawei and Yin, Yuhui},
+  journal={arXiv preprint arXiv:2505.05071},
   year={2025}
 }
 ```