PLAE: Time-Series Prediction Improvement by Adaptive Decomposition. - Jufang Duan; Yi Wang 128; Wei Zheng (PRICAI (1), 2022)

MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series. - Jufang Duan; Wei Zheng; Yangzhou Du; Wenfa Wu; Haipeng Jiang; Hongsheng Qi (ICML, 2024)