Update README.md

README.md

@@ -77,11 +77,8 @@ configs:
 </div>
 
 <div align="center" style="line-height: 1;">
-  <a href="https://huggingface.co/datasets/m-a-p/AetherCode/resolve/main/paper.pdf" target="_blank" style="margin: 2px;">
-    <img alt="Comming Soon" src="https://img.shields.io/badge/arXiv-Comming%20Soon-red?logo=arxiv&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
-  </a>
-  <a href="https://huggingface.co/datasets/m-a-p/AetherCode/resolve/main/paper.pdf" target="_blank" style="margin: 2px;">
-    <img alt="Paper" src="https://img.shields.io/badge/Technical%20Report-Download-blue&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
+  <a href="https://arxiv.org/abs/2508.16402" target="_blank" style="margin: 2px;">
+    <img alt="2508.16402" src="https://img.shields.io/badge/arXiv-2508.16402-red?logo=arxiv&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
   </a>
   <a href="https://huggingface.co/datasets/m-a-p/AetherCode/resolve/main/paper.pdf" target="_blank" style="margin: 2px;">
     <img alt="Leaderboard" src="https://img.shields.io/badge/Leaderboard-Comming%20Soon-orange&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
@@ -228,4 +225,18 @@ AetherCode v1 (Jan 2024 - May 2025) include problems from the following contests
 
 ## License
 
-This project is licensed under CC-BY-4.0. See the [LICENSE file](https://huggingface.co/datasets/m-a-p/AetherCode/blob/main/LICENSE) for details.
+This project is licensed under CC-BY-4.0. See the [LICENSE file](https://huggingface.co/datasets/m-a-p/AetherCode/blob/main/LICENSE) for details.
+
+## Citation
+
+```
+@misc{wang2025aethercodeevaluatingllmsability,
+      title={AetherCode: Evaluating LLMs' Ability to Win In Premier Programming Competitions}, 
+      author={Zihan Wang and Jiaze Chen and Zhicheng Liu and Markus Mak and Yidi Du and Geonsik Moon and Luoqi Xu and Aaron Tua and Kunshuo Peng and Jiayi Lu and Mingfei Xia and Boqian Zou and Chenyang Ran and Guang Tian and Shoutai Zhu and Yeheng Duan and Zhenghui Kang and Zhenxing Lin and Shangshu Li and Qiang Luo and Qingshen Long and Zhiyong Chen and Yihan Xiao and Yurong Wu and Daoguang Zan and Yuyi Fu and Mingxuan Wang and Ming Ding},
+      year={2025},
+      eprint={2508.16402},
+      archivePrefix={arXiv},
+      primaryClass={cs.SE},
+      url={https://arxiv.org/abs/2508.16402}, 
+}
+```