Zhenping Mou

DDNet: Exploring Dual Dependencies for Long-Term Time Series Forecasting

Recent Transformer-based methods have advanced multivariate time series forecasting by focusing primarily on temporal dependencies (cross-time dependencies). However, these methods often overlook crucial multivariate correlations (cross-channel dependencies), leading to suboptimal performance. In th…