3 papers
eess.SP2026
Compact Latent Manifold Translation: A Parameter-Efficient Foundation Model for Cross-Modal and Cross-Frequency Physiological Signal Synthesis
Bo Cui, Xiaowen Song, Yaowen Zhang +4
The analysis of physiological time series, such as electrocardiograms (ECG) and photoplethysmograms (PPG), is persistently hindered by modality and frequency gaps stemming from het…
cs.LG2026
A Hybrid Tucker-LSTM Tensor Network Model for SOC Prediction in Electric Vehicles
Han Wang, Ying Wang, Bing Wang
Accurate state of charge estimation is critical for the success of electric vehicle battery management strategies, but it is well known that conventional estimators suffer from two…
math.CV2025
Exponential Speedup of the Janashia-Lagvilava Matrix Spectral Factorization Algorithm
Ying Wang, Lasha Ephremidze, Ronaldo Garcıa Reyes +1
Spectral factorization is a powerful mathematical tool with diverse applications in signal processing and beyond. The Janashia-Lagvilava method has emerged as a leading approach fo…