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cs.LG2025
StoxLSTM: A Stochastic Extended Long Short-Term Memory Network for Time Series Forecasting
Zihao Wang, Yunjie Li, Lingmin Zan +2
The Extended Long Short-Term Memory (xLSTM) network has demonstrated strong capability in modeling complex long-term dependencies in time series data. Despite its success, the dete…
eess.SP2025
Infinite Factorial Linear Dynamical Systems for Transient Signal Detection
Jiadi Bao, Yatong Wang, Yunjie Li +2
Accurately detecting the transient signal of interest from the background signal is one of the fundamental tasks in signal processing. The most recent approaches assume the existen…