Do We Really Need SFT? Prompt-as-Policy over Knowledge Graphs for Cold-start Next POI Recommendation. - Jinze Wang; Lu Zhang 063; Yiyang Cui; Zhishu Shen; Xingjun Ma; Jiong Jin; Tiehua Zhang (CoRR, 2025)