KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration. - Ruicheng Zhang; Kaixi Cong; Jun Zhou; Zhizhou Zhong; Zunnan Xu; Shuiyang Mao; Wei Liu 005; Xiu Li 001 (CoRR, 2026)