arXiv stat.ML
· Papers
Hopformer: Homogeneity-Pursuit Transformer for Time Series Forecasting
arXiv:2607.22299v1 Announce Type: new Abstract: Forecasting multiple time-series with high-dimensional covariates presents a core challenge: unifying common temporal patterns while retaining meaningful series-specific information. We introduce Hopformer (Homogeneity-Pursuit Transformer), a two-stage framework that addr