Is Long-to-Short a Free Lunch? Investigating Inconsistency and Reasoning Efficiency in LRMs. - Shu Yang; Junchao Wu; Xuansheng Wu; Derek Wong; Ninhao Liu; Di Wang (CoRR, 2025)