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Faqiang Liu

2 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
2021

Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning

IJCAI 2021poster

Biological spiking neurons with intrinsic dynamics underlie the powerful representation and learning capabilities of the brain for processing multimodal information in complex environments. Despite recent tremendous progress in spiking neural networks (SNNs) for handling Euclidean-space tasks, it st…

Cited by 31SourcePDFScholar