2 citations · 3 across the 6 of their papers we have counts for
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cs.LG2026
Mag-Mamba: Modeling Coupled spatiotemporal Asymmetry for POI Recommendation
Zhuoxuan Li, Tangwei Ye, Jieyuan Pei +6
Next Point-of-Interest (POI) recommendation is a critical task in location-based services, yet it faces the fundamental challenge of coupled spatiotemporal asymmetry inherent in ur…
cs.LG2023
A Simple Framework for Multi-mode Spatial-Temporal Data Modeling
Zihang Liu, Le Yu, Tongyu Zhu +1
Spatial-temporal data modeling aims to mine the underlying spatial relationships and temporal dependencies of objects in a system. However, most existing methods focus on the model…
cs.LG2022★ 2 cited
Continuous-Time User Preference Modelling for Temporal Sets Prediction
Le Yu, Zihang Liu, Leilei Sun +3
Given a sequence of sets, where each set has a timestamp and contains an arbitrary number of elements, temporal sets prediction aims to predict the elements in the subsequent set.…