@article{higshierarchicalgenerativesceneframework, title = {HiGS: Hierarchical Generative Scene Framework for Multi-Step Associative Semantic Spatial Composition}, author = {Jiacheng Hong and Kunzhen Wu and Mingrui Yu and Yichao Gu and Shengze Xue and Shuangjiu Xiao and Deli Dong}, year = {2025}, eprint = {2510.27148}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.27148}, }