An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models. - Yangzhen Wu; Zhiqing Sun; Shanda Li; Sean Welleck; Yiming Yang (CoRR, 2024)

The Lessons of Developing Process Reward Models in Mathematical Reasoning. - Zhenru Zhang; Chujie Zheng; Yangzhen Wu; Beichen Zhang; Runji Lin; Bowen Yu 002; Dayiheng Liu; Jingren Zhou 001; Junyang Lin (ACL (Findings), 2025)

Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for LLM Problem-Solving. - Yangzhen Wu; Zhiqing Sun; Shanda Li; Sean Welleck; Yiming Yang (ICLR, 2025)