Xuequn Shang

DeMa: dual-path delay-aware Mamba for efficient multivariate time series analysis

Abstract Accurate and efficient multivariate time series (MTS) analysis is increasingly critical for a wide range of intelligent applications, including traffic forecasting, anomaly detection for industrial maintenance, and trajectory classification for health monitoring. Within...