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arXiv cs.LG · Papers

TiWeaver: Unified Temporal Dynamics Modeling via Contextual Patching

arXiv:2606.03121v2 Announce Type: replace Abstract: Multivariate time series forecasting plays a critical role in real-world applications, including weather prediction, stock analysis, and health monitoring. Due to the diversity of data sources, time series exhibit diverse temporal dynamics, often accompanied by variou