DySCo: Dynamic Semantic Compression for Effective Long-term Time Series Forecasting

Xiang Ao, Yinyu Tan, Mengru Chen

Time series forecasting (TSF) is critical across domains such as finance, meteorology, and energy. While extending the lookback window theoretically provides richer historical cont…