Zheqi Lu

One Batch Is Enough: A Unified Dataset Condensation Framework for General Time Series Analysis

Time-series analysis is critical in real-world applications, yet the explosion of time-series data imposes severe burdens on storage and computational resources. Recently, dataset condensation has emerged as a promising data-centric solution by synthesizing compact yet informative datasets to replac…