Falcon-X: A Time Series Foundation Model for Heterogeneous Multivariate Modeling 事件

Falcon-X: A Time Series Foundation Model for Heterogeneous Multivariate Modeling arXiv:2605.27286v1 Announce Type: cross Abstract: Time series foundation models (TSFMs) are transforming the forecasting paradigm through large-scale cross-domain pretraining. However, most existing TSFMs remain univariate, and recent efforts to enable cross-variate modeling still operate directly within the raw variate space. This design introduces fundamental limitations in semantic alignment and relational expre