Know Your Step: Faster and Better Alignment for Flow Matching Models via Step-aware Advantages. - Zhixiong Yue; Zixuan Ni; Feiyang Ye 001; Jinshan Zhang 001; Sheng Shen 018; Zhenpeng Mi (CoRR, 2026)