@article{
zhang2026when,
title={When Does Multimodality Lead to Better Time Series Forecasting?},
author={Xiyuan Zhang and Boran Han and Haoyang Fang and Abdul Fatir Ansari and Shuai Zhang and Danielle C. Maddix and Cuixiong Hu and Andrew Gordon Wilson and Michael W. Mahoney and Hao Wang and Yan Liu and Michael Bohlke-Schneider and Huzefa Rangwala and George Karypis and Bernie Wang},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=RggcWYWR3N},
note={}
}