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Zhuojun Jiang

3 accepted papers

2025

COAST: Contrastive Learning with Augmented Spatio-Temporal Encoding for Next POI Recommendation

ICASSP 2025accepted

Next point-of-interest (POI) recommendations have garnered significant attention in industry and academia due to their crucial role in location-based social networks (LBSNs). Recent approaches have integrated sequence and geographical data to improve recommendation accuracy. However, traditional met…

Cited by 0SourceScholar
2025

GMMCL: Adaptive Concept Drift in Data Streams with Gaussian Mixture Models based on Contrastive Learning

ICASSP 2025accepted

Classical classification methods often fail in dynamic environments where data distributions shift over time, known as concept drift. Applications like flight delay prediction and weather forecasting require handling such dynamic data streams. Concept drift can be either virtual, affecting unconditi…

Cited by 0SourceScholar