Update README.md

README.md

@@ -26,7 +26,8 @@ If you are interested in our work, please refer to our blog and research paper f
 
 # **Citation**
 If you find our model and data helpful, please cite our paper:
-```
+## Satori
+```bibtex
 @misc{shen2025satorireinforcementlearningchainofactionthought,
       title={Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search}, 
       author={Maohao Shen and Guangtao Zeng and Zhenting Qi and Zhang-Wei Hong and Zhenfang Chen and Wei Lu and Gregory Wornell and Subhro Das and David Cox and Chuang Gan},
@@ -36,4 +37,17 @@ If you find our model and data helpful, please cite our paper:
       primaryClass={cs.CL},
       url={https://arxiv.org/abs/2502.02508}, 
 }
+```
+
+## Satori-SWE
+```bibtex
+@misc{zeng2025satorisweevolutionarytesttimescaling,
+      title={Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering}, 
+      author={Guangtao Zeng and Maohao Shen and Delin Chen and Zhenting Qi and Subhro Das and Dan Gutfreund and David Cox and Gregory Wornell and Wei Lu and Zhang-Wei Hong and Chuang Gan},
+      year={2025},
+      eprint={2505.23604},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2505.23604}, 
+}
 ```