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cs.AI2025
Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction
Yunzhi Liu, Haokai Tan, Rushi Kanjaria +2
Human mobility forecasting is crucial for disaster relief, city planning, and public health. However, existing models either only model location sequences or include time informati…
cs.LG2025
HiT-JEPA: A Hierarchical Self-supervised Trajectory Embedding Framework for Similarity Computation
Lihuan Li, Hao Xue, Shuang Ao +2
The representation of urban trajectory data plays a critical role in effectively analyzing spatial movement patterns. Despite considerable progress, the challenge of designing traj…
cs.AI2025
Optimizing Electric Vehicle Charging Station Locations: A Data-driven System with Multi-source Fusion
Lihuan Li, Du Yin, Hao Xue +2
With the growing electric vehicles (EVs) charging demand, urban planners face the challenges of providing charging infrastructure at optimal locations. For example, range anxiety d…