Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting. - Fanpu Cao; Shu Yang 002; Zhengjian Chen; Ye Liu; Laizhong Cui (CoRR, 2024)

SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series Forecasting. - Wenxuan Xie; Fanpu Cao (CoRR, 2025)