Update README.md

README.md

@@ -50,4 +50,17 @@ for key, value in model.predict(
     print(f"{key}: {value}")
 ```
 
-For more detailed explanations and additional examples, please refer to the Jupyter notebook [demo.ipynb](https://github.com/zjunlp/InstructCell/blob/main/demo.ipynb).
+For more detailed explanations and additional examples, please refer to the Jupyter notebook [demo.ipynb](https://github.com/zjunlp/InstructCell/blob/main/demo.ipynb).
+
+### 🔖 Citation
+
+If you use the code or data, please cite the following paper:
+
+```bibtex
+@article{fang2025instructcell,
+  title={A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following},
+  author={Fang, Yin and Deng, Xinle and Liu, Kangwei and Zhang, Ningyu and Qian, Jingyang and Yang, Penghui and Fan, Xiaohui and Chen, Huajun},
+  journal={arXiv preprint arXiv:2501.08187},
+  year={2025}
+}
+```