Update README.md

README.md

@@ -146,4 +146,19 @@ with torch.no_grad():
 
 response = processor.decode(outputs[0], skip_special_tokens=True)
 print(response)
-```
+```
+
+---
+
+## Citation
+
+If you use **IVT-LR** in your research or applications, please consider citing:
+
+```bibtex
+@article{chen2025reasoning,
+  title={Reasoning in the dark: Interleaved vision-text reasoning in latent space},
+  author={Chen, Chao and Ma, Zhixin and Li, Yongqi and Hu, Yupeng and Wei, Yinwei and Li, Wenjie and Nie, Liqiang},
+  journal={arXiv preprint arXiv:2510.12603},
+  year={2025}
+}
+```