Zhuoran Ye

Multi-Scale Spatio-Temporal Graph Transformer with xLSTM for Electric Vehicle Charging Demand Prediction

Accurate prediction of electric vehicle (EV) charging demand is critical for planning charging infrastructure and allocating resources efficiently. However, existing methods often fail to capture multi-scale spatial dependencies and struggle to model both long-range temporal dependencies and short-term fluctuations. To...