Wu, Junda, Xiong, Yuxin, Li, Xintong, Yu, Sheldon, Hu, Zhengmian, Yu, Tong, Wang, Rui, Chen, Xiang, Shang, Jingbo, and McAuley, Julian. CTRLS: Chain-of-Thought Reasoning via Latent State-Transition. Retrieved from https://par.nsf.gov/biblio/10666827.

Wu, Junda, Xiong, Yuxin, Li, Xintong, Yu, Sheldon, Hu, Zhengmian, Yu, Tong, Wang, Rui, Chen, Xiang, Shang, Jingbo, & McAuley, Julian. CTRLS: Chain-of-Thought Reasoning via Latent State-Transition. Retrieved from https://par.nsf.gov/biblio/10666827.

Wu, Junda, Xiong, Yuxin, Li, Xintong, Yu, Sheldon, Hu, Zhengmian, Yu, Tong, Wang, Rui, Chen, Xiang, Shang, Jingbo, and McAuley, Julian. "CTRLS: Chain-of-Thought Reasoning via Latent State-Transition". Country unknown/Code not available: AISTATS 2026, Twenty-Ninth Annual Conference on Artificial Intelligence and Statistics. https://par.nsf.gov/biblio/10666827.

@article{osti_10666827,
place = {Country unknown/Code not available}, title = {CTRLS: Chain-of-Thought Reasoning via Latent State-Transition}, url = {https://par.nsf.gov/biblio/10666827}, abstractNote = {}, journal = {}, publisher = {AISTATS 2026, Twenty-Ninth Annual Conference on Artificial Intelligence and Statistics}, author = {Wu, Junda and Xiong, Yuxin and Li, Xintong and Yu, Sheldon and Hu, Zhengmian and Yu, Tong and Wang, Rui and Chen, Xiang and Shang, Jingbo and McAuley, Julian}, }