@article{fromtransientpromptstopersistentcontrols, title = {From Transient Prompts to Persistent Control: Scientific Poster Generation via Recursive Semantic-Geometric Contracts}, author = {Runze Li and Yukun Zhao and Can Xu and Yucheng Shen and Shuaiqiang Wang and Jianmin Wu and Lingyong Yan and Dawei Yin}, year = {2026}, eprint = {2609.17326}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2609.17326}, }