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@@ -85,11 +85,10 @@ Training and evaluation code: [github.com/Star-Learning/AirQualityBench](https:/
 ## Citation
 
 ```bibtex
-@article{airqualitybench2025,
-  title={AirQualityBench: A Global-Scale Air Quality Forecasting Benchmark
-         for Spatio-Temporal Graph Neural Networks},
-  author={...},
+@article{xu2026airqualitybench,
+  title={AirQualityBench: A Realistic Evaluation Benchmark for Global Air Quality Forecasting},
+  author={Xu, Xing and Wang, Xu and Zhang, Yudong and Zhao, Huilin and Zhou, Zhengyang and Wang, Yang},
   journal={arXiv preprint arXiv:2605.05854},
-  year={2025}
+  year={2026}
 }
 ```