Hongji Dong

ProCAST: A Projection Framework for Coupled Aggregation Constrained Multivariate Time Series Forecasting

Aggregated time series are widely used in business and economics, where top-level sequences (e.g., category sales) aggregated from underlying sequences (e.g., individual items) often exhibit clearer trends and are therefore typically the primary focus of forecasting tasks. However, treating top-leve