@inproceedings{zhou-etal-2026-inventory, title = "Inventory-Grounded Policy-Level Optimization for Training-Free {AI} Search", author = "Zhou, Wei and Wu, Tiandeng and Ding, Jiandong and Fan, Zhufeng and Cao, Yi", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.7/", pages = "79--99", ISBN = "979-8-89176-460-6" }