Update README.md

README.md

@@ -10,12 +10,20 @@ This is a huggingface model card for Q-Insight 👋
 This project is licensed under the Apache-2.0 License. It is finetuned from [Qwen2.5-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct) under Apache-2.0.
 
 ## Citation
-If you find the code helpful in your research or work, please cite the following paper:
+If you find the code helpful in your research or work, please cite the following papers:
 ```
-@article{li2025qinsight,
-  title={Q-Insight: Understanding Image Quality via Visual Reinforcement Learning},
+@inproceedings{li2025qinsight,
+  title={Q-insight: Understanding image quality via visual reinforcement learning},
   author={Li, Weiqi and Zhang, Xuanyu and Zhao, Shijie and Zhang, Yabin and Li, Junlin and Zhang, Li and Zhang, Jian},
-  journal={arXiv preprint arXiv:2503.22679},
+  booktitle={Advances in Neural Information Processing Systems},
   year={2025}
 }
+```
+```
+@inproceedings{zhang2025vqinsight,
+  title={VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning},
+  author={Zhang, Xuanyu and Li, Weiqi and Zhao, Shijie and Li, Junlin and Zhang, Li and Zhang, Jian},
+  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
+  year={2026}
+}
 ```