@article{
chang2026a,
title={A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models},
author={Ching Chang and Yidan Shi and Defu Cao and Wei Yang and Jeehyun Hwang and Haixin Wang and Jiacheng Pang and Wei Wang and Yan Liu and Wen-Chih Peng and Tien-Fu Chen},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=l3QW42g6u3},
note={Survey Certification}
}