Fewer yet critical: Reducing Redundant Token Dependencies for Transformer-based Time Series Forecasting

Jianqi Zhang, Yuchan Liu, Zeen Song +2

Time series forecasting (TSF) is important in real-world applications. Recently, Transformer-based methods have achieved strong performance by modeling token dependencies through a…