APA (7th ed.) Citation

Zhai, Z., Li, B., Xiao, B., Li, M., & Wang, X. (2026). Adaptive Test-Time Compute Allocation for Reasoning LLMs via Constrained Policy Optimization.

Chicago Style (17th ed.) Citation

Zhai, Zhiyuan, Bingcong Li, Bingnan Xiao, Ming Li, and Xin Wang. Adaptive Test-Time Compute Allocation for Reasoning LLMs via Constrained Policy Optimization. 2026.

MLA (9th ed.) Citation

Zhai, Zhiyuan, et al. Adaptive Test-Time Compute Allocation for Reasoning LLMs via Constrained Policy Optimization. 2026.