Update README.md

README.md

@@ -2,18 +2,14 @@
 license: mit
 ---
 
-## Citation [optional]
+## 📄 Citation
 
-<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
+If you use this dataset, please cite:
 
-**BibTeX:**
-
-@misc{hsu2026evenetfoundationmodelparticle,
-      title={EveNet: A Foundation Model for Particle Collision Data Analysis}, 
-      author={Ting-Hsiang Hsu and Bai-Hong Zhou and Qibin Liu and Yue Xu and Shu Li and George Wei-Shu Hou and Benjamin Nachman and Shih-Chieh Hsu and Vinicius Mikuni and Yuan-Tang Chou and Yulei Zhang},
-      year={2026},
-      eprint={2601.17126},
-      archivePrefix={arXiv},
-      primaryClass={hep-ex},
-      url={https://arxiv.org/abs/2601.17126}, 
-}
+```bibtex
+@article{zhang2026evenet,
+  title={EveNet: A Foundation Model for Particle Collision Data Analysis},
+  author={Zhang, Yulei and others},
+  journal={arXiv preprint arXiv:2601.17126},
+  year={2026}
+}