Accurate and Efficient Multi-Channel Time Series Forecasting via Sparse Attention Mechanism.

arXiv:2603.18712v3 Announce Type: replace Abstract: The task of multi-channel time series forecasting is ubiquitous in numerous fields such as finance, supply chain management, and energy planning. It is critical to effectively capture complex dynamic dependen