TF4TF: Multi-semantic modeling within the time-frequency domain for long-term time-series forecasting

Xueer Zhang, Jing Wang, Yunfei Bai, Lu Zhang, Youfang Lin

Abstract: Highlights•A long-term time-series forecasting method considering multi-semantic information is proposed.•Being more efficient than existing multi-semantic long-term forecasting models.•Achieving sota performance across multiple mainstream benchmarks for LTSF task.