Update README.md

README.md

@@ -17,7 +17,7 @@ tags:
 
 # **🔍 Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval (CVPR 2026)**
 
-[**📖 Paper (arXiv)**](https://arxiv.org) | [**🌐 Homepage**](https://hahajun1101.github.io/OACIR/) | [**🐙 Code (GitHub)**](https://github.com/HaHaJun1101/OACIR) | [**🤗 Dataset (OACIRR)**](https://huggingface.co/datasets/HaHaJun1101/OACIRR) | <a href="#downloading-the-adafocal-weights" style="color: red;">**🛜 Download Weights Now 👇**</a>
+[**📖 Paper (arXiv)**](https://arxiv.org/abs/2604.05393) | [**🌐 Homepage**](https://hahajun1101.github.io/OACIR/) | [**🐙 Code (GitHub)**](https://github.com/HaHaJun1101/OACIR) | [**🤗 Dataset (OACIRR)**](https://huggingface.co/datasets/HaHaJun1101/OACIRR) | <a href="#downloading-the-adafocal-weights" style="color: red;">**🛜 Download Weights Now 👇**</a>
 
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@@ -111,4 +111,12 @@ We provide two variants of the **AdaFocal** weights. You can instantly reproduce
 
 ## ✒️ Citation
 
-If you find our dataset, models, or code useful in your research, please consider citing our paper.
+If you find our dataset, models, or codebase useful in your research, please consider citing our paper:
+```bibtex
+@article{yang2026beyond,
+  title={Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval},
+  author={Yang, Yuxin and Zhou, Yinan and Chen, Yuxin and Zhang, Ziqi and Ma, Zongyang and Yuan, Chunfeng and Li, Bing and Gao, Jun and Hu, Weiming},
+  journal={arXiv preprint arXiv:2604.05393},
+  year={2026}
+}
+```