Chenxi Cai

UMambaNet: a multi-scale mamba architecture for efficient multivariate time series forecasting

Benefiting from the linear-complexity Mamba architecture and hierarchical latent representation fusion, UMambaNet provides an effective balance between forecasting performance and computational efficiency.

Anomaly detection method for satellite networks based on adaptive federated learning driven by deep reinforcement learning