Update README.md

README.md

@@ -34,3 +34,17 @@ This is a demonstration of a Neural Computer system that can generate computer s
 This system uses a specialized diffusion model trained on computer interaction data. The model can predict realistic screen changes based on user inputs in real-time.
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+## Citation
+
+```
+@misc{rivard2025neuralossimulatingoperatingsystems,
+      title={NeuralOS: Towards Simulating Operating Systems via Neural Generative Models}, 
+      author={Luke Rivard and Sun Sun and Hongyu Guo and Wenhu Chen and Yuntian Deng},
+      year={2025},
+      eprint={2507.08800},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2507.08800}, 
+}
+```