@article{s2hwmsparseeventstructuredhierarchicalwo, title = {S2-HWM: Sparse Event-Structured Hierarchical World Model for Long-Horizon Surgical Robot Manipulation}, author = {Shuzhe Zhang and Xin Zhu and Yinling Qian and Qiong Wang}, year = {2026}, eprint = {2608.13103}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.13103}, }