TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation

Juntong Ni, Zewen Liu, Shiyu Wang +2

Transformer-based and CNN-based methods demonstrate strong performance in long-term time series forecasting. However, their high computational and storage requirements can hinder l…