@article{kvpoodenativegrpoforautoregressivevideoa,
  title = {KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration},
  author = {Ruicheng Zhang and Kaixi Cong and Jun Zhou and Zhizhou Zhong and Zunnan Xu and Shuiyang Mao and Wei Liu and Xiu Li},
  year = {2026},
  eprint = {2605.14278},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.14278},
}