Update README.md

README.md

@@ -18,4 +18,16 @@ Makeup-transfer applies the reference makeup to the source face while preserving
 ## Code and Usage
 
 The official code and model are available at the following GitHub repository:
-[https://github.com/vivoCameraResearch/Magic-Makeup](https://github.com/vivoCameraResearch/Magic-Makeup)
+[https://github.com/vivoCameraResearch/Magic-Makeup](https://github.com/vivoCameraResearch/Magic-Makeup)
+
+## Citation
+
+@misc{wang2026magicmakeupregioncontrollablediffusiontransformer,
+      title={MagicMakeup: A Region-Controllable Diffusion Transformer for High-Fidelity Makeup-Transfer}, 
+      author={Ziyi Wang and Siming Zheng and Yang Yang and Shusong Xu and Hao Zhang and Bo Li and Changqing Zou and Peng-Tao Jiang},
+      year={2026},
+      eprint={2607.20924},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2607.20924}, 
+}