Update README.md

README.md

@@ -182,15 +182,14 @@ No personal user data is included.
 
 ## Citation
 
-If you use this dataset in your research, please cite:
+If you use this dataset in your research, please cite the MUIAnno paper:
 
 ```bibtex
-@dataset{parvez2026muianno,
-  author    = {Parvez, Athar},
-  title     = {{MUIAnno}: Mobile UI Dataset},
-  year      = {2026},
-  publisher = {Hugging Face},
-  url       = {https://huggingface.co/datasets/atharparvezce/iOS-1K-Mobile-UI-Dataset},
-  note      = {Expert-annotated mobile user interface dataset}
+@article{parvez2026muianno,
+  title   = {{MUIAnno}: An Expert-Annotated Dataset and Evaluation Benchmark for Mobile UI Understanding},
+  author  = {Parvez, Athar and Mufti, Muhammad Jawad and Gull, Muqaddas and Hammad, Omar},
+  journal = {arXiv preprint arXiv:2605.17656},
+  year    = {2026},
+  doi     = {10.48550/arXiv.2605.17656},
+  url     = {https://arxiv.org/abs/2605.17656}
 }
-```