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Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback
20 July 2025
Yiyuan Yang
Zichuan Liu
Lei Song
Kai Ying
Zhiguang Wang
Tom Bamford
Svitlana Vyetrenko
Jiang Bian
Qingsong Wen
AI4TS
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Papers citing
"Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback"
3 / 3 papers shown
Towards Interpretable and Trustworthy Time Series Reasoning: A BlueSky Vision
Kanghui Ning
Zijie Pan
Yushan Jiang
Anderson Schneider
Yuriy Nevmyvaka
Dongjin Song
AI4TS
197
1
0
19 Oct 2025
TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models
Tong Guan
Zijie Meng
Dianqi Li
Shiyu Wang
Chao-Han Huck Yang
Qingsong Wen
Zuozhu Liu
Sabato Marco Siniscalchi
Ming Jin
Shirui Pan
AI4TS
BDL
LRM
145
1
0
29 Sep 2025
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models
Ching Chang
Yidan Shi
Defu Cao
Wei Yang
Jeehyun Hwang
...
Jiacheng Pang
Wei-Yao Wang
Yan Liu
Wen-Chih Peng
Tien-Fu Chen
AI4TS
LRM
226
2
0
15 Sep 2025
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