Update README.md

README.md

@@ -50,4 +50,14 @@ BAGEL-RecA is licensed under the Apache 2.0 license.
 
 ## ✍️ Citation
 
-Coming soon!
+If you find our work inspiring or use our codebase in your research, please consider giving a star ⭐ and a citation~
+
+@misc{xie2025reconstructionalignmentimprovesunified,
+      title={Reconstruction Alignment Improves Unified Multimodal Models}, 
+      author={Ji Xie and Trevor Darrell and Luke Zettlemoyer and XuDong Wang},
+      year={2025},
+      eprint={2509.07295},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2509.07295}, 
+}