Xin-Zheng Niu

CFANet: Channel-Frequency Adaptive Network for Long-Term Time Series Forecasting

Frequency domain modeling methods have emerged as a promising research direction for long-term series forecasting, owing to their natural advantages in capturing global dependencies and reducing computational complexity. However, existing methods overlook the heterogeneity and dynamic characteristics of frequency prope...