Update README.md

README.md

@@ -113,4 +113,14 @@ checkpoints/
     ├──RL├──MR-GDPO_final.pt 
 
 ```
-if you want only final model state please use `model.pt` directly , it is same as `MR-GDPO_final.pt`
+if you want only final model state please use `model.pt` directly , it is same as `MR-GDPO_final.pt`
+
+## ⭐ Citation
+```bibtex
+@article{wang2026deepgen,
+  title={DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing},
+  author={Wang, Dianyi and Li, Ruihang and Han, Feng and Ma, Chaofan and Song, Wei and Wang, Siyuan and Wang, Yibin and Xin, Yi and Liu, Hongjian and Zhang, Zhixiong and others},
+  journal={arXiv preprint arXiv:2602.12205},
+  year={2026}
+}
+```