Shiming Fan
Orcid: 0009-0000-4858-8315
According to our database1,
Shiming Fan authored at least 6 papers
between 2025 and 2026.
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Bibliography
2026
TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting.
CoRR, April, 2026
FSMamba: A dual-expert architecture with fast global attention and local-enhanced state-space mamba for time series forecasting.
Knowl. Based Syst., 2026
TSCM: Enhancing multivariate time series forecasting with dual-stream temporal-spatial correlation modeling.
Appl. Soft Comput., 2026
TRED: Exponential feature decomposition three-channel networks for multivariate time series forecasting.
Appl. Soft Comput., 2026
Time-TK: A Multi-Offset Temporal Interaction Framework Combining Transformer and Kolmogorov-Arnold Networks for Time Series Forecasting.
Proceedings of the ACM Web Conference 2026, 2026
2025
CAWformer: A cross variable attention with discrete wavelet denoising for multivariate time series forecasting.
Knowl. Based Syst., 2025