collaborators

1 paper

cs.LG2026

Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic VLM Agents

Sky Chenwei Wan, Yifei Y. Wang, Tianjun Hou +2

Time Series Event Detection (TSED) aims to localize semantically meaningful events in time series data, with critical applications in high-stakes domains. Unlike statistical anomal…