Ruiqi Zheng

Decentralized Collaborative Learning with Adaptive Reference Data for On-Device POI Recommendation

2024

In Location-based Social Networks (LBSNs), Point-of-Interest (POI) recommendation helps users discover interesting places. There is a trend to move from the conventional cloud-based model to on-device recommendations for privacy protection and reduced server reliance. Due …