Update README.md

README.md

@@ -48,7 +48,7 @@ tags:
     🌐 Website
   </a>
 
-  <a href="https://arxiv.org/abs/2508.09123" style="
+  <a href="https://arxiv.org/abs/2605.12481" style="
      display:inline-block;
      padding:8px 24px;
      background:#2b2b2b;
@@ -131,5 +131,10 @@ vllm serve X-PLUG/ToolCUA-8B \
 ## Citation
 
 ```bibtex
-
+@article{hu2026toolcua,
+  title={ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents},
+  author={Hu, Xuhao and Zhang, Xi and Xu, Haiyang and Qiao, Kyle and Yang, Jingyi and Huang, Xuanjing and Shao, Jing and Yan, Ming and Ye, Jieping},
+  journal={arXiv preprint arXiv:2605.12481},
+  year={2026}
+}
 ```