Update README.md

README.md

@@ -34,5 +34,10 @@ The newly introduced segmentation columns are:
 
 If you find this dataset useful, please cite:
 ```
-
+@article{li2026towards,
+  title={Towards Generalization of Block Attention via Automatic Segmentation and Block Distillation},
+  author={Li, Shuaiyi and Zhang, Zhisong and Wang, Yan and Zhu, Lei and Ma, Dongyang and Deng, Chenlong and Deng, Yang and Lam, Wai},
+  journal={arXiv preprint arXiv:2605.15913},
+  year={2026}
+}
 ```