Probabilistic time series forecasting with deep non-linear state space models. - Heming Du; Shouguo Du; Wen Li (CAAI Trans. Intell. Technol., 2023)

TF-CL: Time Series Forcasting Based on Time-Frequency Domain Contrastive Learning. - Wen Li; Yun Gu; Shouguo Du (ICANN (6), 2024)

Learning Seasonal-Trend Representations and Conditional Heteroskedasticity for Time Series Analysis. - Wen Li; Wenjun Yu; Heming Du; Shouguo Du; Jinhong You; Yiming Tang (ICANN (6), 2024)