Zhiyan Song

InjectTST: Injecting Global Information into Independent Channels for Long Time Series Forecasting

Transformer has become one of the most popular architectures for multivariate time series (MTS) forecasting. However, existing Transformer-based methods still lack consideration of cross-time-and-channel dependency modeling, which is important to MTS forecasting. In addition, existing methods either…