Chun Lian

Multivariate time series forecasting with multi-view hierarchical patching and lag-coupled channel attention

HMV-Former, a forecasting architecture that integrates multi-view hierarchical patching with lag-coupled channel attention, is proposed, which highlights its advantages in multi-scale feature abstraction and dynamic dependency governance, and suggests its potential to support intelligent decision-making in complex syst...