Update README.md

README.md

@@ -104,3 +104,14 @@ We use [lmms-eval](https://github.com/EvolvingLMMs-Lab/lmms-eval) for evaluation
 ## License
 
 EMVista is released under the MIT License. See [LICENSE](./LICENSE) for more details.
+
+## Citation
+
+```bibtex
+@article{wen2026innovator,
+  title={Innovator-VL: A Multimodal Large Language Model for Scientific Discovery},
+  author={Wen, Zichen and Yang, Boxue and Chen, Shuang and Zhang, Yaojie and Han, Yuhang and Ke, Junlong and Wang, Cong and others},
+  journal={arXiv preprint arXiv:2601.19325},
+  year={2026}
+}
+```