@inproceedings{lv-etal-2026-reasoning, title = "Reasoning Over Space: Enabling Geographic Reasoning for {LLM}-Based Generative Next {POI} Recommendation", author = "Lv, Dongyi and Ding, Qiuyu and Xu, Heng-Da and Sun, Zhaoxu and Wang, Zhi and Xiong, Feng and Xu, Mu", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.332/", pages = "7322--7336", ISBN = "979-8-89176-390-6" }