Update README.md

README.md

@@ -170,10 +170,13 @@ By using this model, you agree to evaluate and manage risks responsibly and ensu
 If you find this work helpful, feel free to give us a cite.
 
 ```bigquery
-@article{wang2025infigfusion,
-  title={InfiGFusion: Graph-on-Logits Distillation via Efficient Gromov-Wasserstein for Model Fusion},
-  author={Wang, Yuanyi and Yan, Zhaoyi and Zhang, Yiming and Zhou, Qi and Gu, Yanggan and Wu, Fei and Yang, Hongxia},
-  journal={arXiv preprint arXiv:2505.13893},
-  year={2025}
+@misc{cai2025infialignscalablesampleefficientframework,
+      title={InfiAlign: A Scalable and Sample-Efficient Framework for Aligning LLMs to Enhance Reasoning Capabilities}, 
+      author={Shuo Cai and Su Lu and Qi Zhou and Kejing Yang and Zhijie Sang and Congkai Xie and Hongxia Yang},
+      year={2025},
+      eprint={2508.05496},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2508.05496}, 
 }
 ```