SPAR: Enhancing Industrial-Scale Generative POI Recommendation via Real-World Spatial Perception

Fangye Wang, Yunjin Gu, Haowen Lin +4

Generative Point-of-Interest (POI) recommendation, autoregressively generating a target POI's semantic ID (SID), holds great promise for Location-Based Services, where a recommenda…