CaTS: Calibrated Test-Time Scaling for Efficient LLM Reasoning - Huang, Chengsong; Huang, Langlin; Leng, Jixuan; Liu, Jiacheng; Huang, Jiaxin (International Conference on Learning Representations, 2026)