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README.md

@@ -51,3 +51,19 @@ embedding servers at the local auxiliary-model directories if needed.
 
 Model and dataset components retain their upstream licenses. Consult the model
 cards and source datasets before redistribution or commercial use.
+
+## Citation
+
+If you use these resources, please cite:
+
+```bibtex
+@misc{yuan2026autodatabench,
+  title         = {AutoDataBench: A Data-centric Testbed for Accelerating Auto Research},
+  author        = {Ruifeng Yuan and Yizhi Li and Yaxin Du and Fengyu Cai and Yiqi Liu and Hou Pong Chan and Chenghua Lin and Yun Chen and Jian Yang and Bryan Dai and Pinyan Lu and Chenghao Xiao},
+  year          = {2026},
+  eprint        = {2609.40097},
+  archivePrefix = {arXiv},
+  primaryClass  = {cs.CL},
+  url           = {https://arxiv.org/abs/2609.40097}
+}
+```