@article{lilawamlightweightlatentreasoningworldac,
  title = {LiLa-WAM: Lightweight Latent Reasoning World-Action Model for Robotic Manipulation},
  author = {Fan Yang and Yuting Su and Xiaobo Wang and Yuncheng You and Fugui Fan and Yuting Wu and Minghui Wu and Chenxu Zhao and JiaHong Ning and Peiguang Jing},
  year = {2026},
  eprint = {2608.03701},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.03701},
}