Update README.md

README.md

@@ -53,3 +53,14 @@ output_text = processor.decode(
 )
 
 print(output_text)
+
+
+If you found this work useful, consider citing our paper as followed:
+```
+@article{wang2025sota,
+  title={SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement},
+  author={Wang, Xiyao and Yang, Zhengyuan and Feng, Chao and Lu, Hongjin and Li, Linjie and Lin, Chung-Ching and Lin, Kevin and Huang, Furong and Wang, Lijuan},
+  journal={arXiv preprint arXiv:2504.07934},
+  year={2025}
+}
+```