TimeInteract: Towards Real-Time Interactive Intelligence for Streaming Time Series

Sheng Pan, Yongli Gu, Yiqing Guo +4

Real-world time series evolve continuously, with meaningful changes potentially emerging at any moment. However, existing time-series language models (TSLMs) remain inherently stat…