Shouguo Du

According to our database, Shouguo Du authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

G-GLformer: Transformer with GRU Embedding and Global-Local Attention for Multivariate Time Series Forecasting.

Wenjun Yu, Jiyanglin Li, Wentao Gao, Niangxi Zhuang, Wen Li, Shouguo Du

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track, 2025

2024

Learning Seasonal-Trend Representations and Conditional Heteroskedasticity for Time Series Analysis.

Wen Li, Wenjun Yu, Heming Du, Shouguo Du, Jinhong You, Yiming Tang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

TF-CL: Time Series Forcasting Based on Time-Frequency Domain Contrastive Learning.

Wen Li, Yun Gu, Shouguo Du

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

Probabilistic time series forecasting with deep non-linear state space models.

Heming Du, Shouguo Du, Wen Li

CAAI Trans. Intell. Technol., March, 2023