Yinhao Liu

PANDA: Patch-Aware Graph Network with Dual Alignment for Time Series Forecasting

Multivariate time series (MTS) forecasting aims to predict future patterns by extracting features from multivariate history. Predominant methods face challenges in learning spatial dependencies while capturing long-term trends and local details, leading to suboptimal performance in MTS forecasting.…