@inproceedings{wan-etal-2026-grammar, title = "Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic {VLM} Agents", author = "Wan, Sky Chenwei and Wang, Yifei and Hou, Tianjun and Chang, Xiqing and Jan, Aymeric", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.290/", pages = "6638--6656", ISBN = "979-8-89176-459-0" }