TimeScaleX: Multiscale decomposition and fusion learning for long-term time series forecasting. - Xianhao Jiao; Fan Zhang; Hua Wang (Appl. Soft Comput., 2026)

PESD-TSF: A Period-Aware and Explicit Structured Decomposition Framework for Long-Term Time Series Forecasting. - Hua Wang; Xianhao Jiao; Fan Zhang (CoRR, 2026)