Update README.md

README.md

@@ -32,6 +32,22 @@ This initialization checkpoint is intended for downstream training and fine-tuni
 - [Qwen/Qwen3-4B-Instruct-2507](https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507)
 - [EvolvingLMMs-Lab/LLaVA-OneVision-1.5](https://github.com/EvolvingLMMs-Lab/LLaVA-OneVision-1.5)
 
+## Citation
+
+If you find *LLaVA-OneVision-1.5* useful in your research, please consider to cite the following related papers:
+
+```
+@misc{an2025llavaonevision15fullyopenframework,
+      title={LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training}, 
+      author={Xiang An and Yin Xie and Kaicheng Yang and Wenkang Zhang and Xiuwei Zhao and Zheng Cheng and Yirui Wang and Songcen Xu and Changrui Chen and Chunsheng Wu and Huajie Tan and Chunyuan Li and Jing Yang and Jie Yu and Xiyao Wang and Bin Qin and Yumeng Wang and Zizhen Yan and Ziyong Feng and Ziwei Liu and Bo Li and Jiankang Deng},
+      year={2025},
+      eprint={2509.23661},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2509.23661}, 
+}
+```
+
 ## ⚖️ License
 
 Apache 2.0