Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting.

arXiv:2606.13571v2 Announce Type: replace-cross Abstract: Real-world time series are often highly incomplete and irregular due to sensor dormancy, transmission delays, and event-driven sampling, making reliable forecasting fundamentally challenging. Existing m