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One Fits All:Power General Time Series Analysis by Pretrained LM
v1v2v3v4v5v6 (latest)

One Fits All:Power General Time Series Analysis by Pretrained LM

Neural Information Processing Systems (NeurIPS), 2023
23 February 2023
Tian Zhou
Peisong Niu
Qingsong Wen
Liang Sun
Rong Jin
    AI4TS
ArXiv (abs)PDFHTMLGithub (558★)

Papers citing "One Fits All:Power General Time Series Analysis by Pretrained LM"

50 / 372 papers shown
A Time-Series Foundation Model by Universal Delay Embedding
A Time-Series Foundation Model by Universal Delay Embedding
Zijian Wang
Peng Tao
Jifan Shi
Rui Bao
Rui Liu
Luonan Chen
AI4TSAI4CE
102
0
0
15 Sep 2025
When marine radar target detection meets pretrained large language models
When marine radar target detection meets pretrained large language models
Qiying Hu
Linping Zhang
Xueqian Wang
Gang Li
Yu Liu
Xiao-Ping Zhang
100
2
0
15 Sep 2025
FinZero: Launching Multi-modal Financial Time Series Forecast with Large Reasoning Model
FinZero: Launching Multi-modal Financial Time Series Forecast with Large Reasoning Model
Y. Wang
Jian Xu
Fei Ma
Hongkang Zhang
Hang Yu
...
Yu Wang
Haochen You
Shao-Lun Huang
Danny Dongning Sun
Xiao-Ping Zhang
AI4TSAI4CE
104
2
0
10 Sep 2025
AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting
AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series ForecastingInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Huanyao Zhang
Jiaye Lin
Wentao Zhang
Haitao Yuan
Guoliang Li
AI4TS
122
1
0
09 Sep 2025
BEDTime: A Unified Benchmark for Automatically Describing Time Series
BEDTime: A Unified Benchmark for Automatically Describing Time Series
Medhasweta Sen
Zachary Gottesman
Jiaxing Qiu
C. Bayan Bruss
Nam Nguyen
Tom Hartvigsen
AI4TS
92
1
0
05 Sep 2025
One-Embedding-Fits-All: Efficient Zero-Shot Time Series Forecasting by a Model Zoo
One-Embedding-Fits-All: Efficient Zero-Shot Time Series Forecasting by a Model Zoo
Hao-Nan Shi
Ting Huang
Lu Han
De-Chuan Zhan
Han-Jia Ye
AI4TS
210
0
0
04 Sep 2025
BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting
BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting
Shiqiao Zhou
Holger Schöner
Huanbo Lyu
Edouard Fouché
Shuo Wang
AI4TS
124
0
0
30 Aug 2025
On Identifying Why and When Foundation Models Perform Well on Time-Series Forecasting Using Automated Explanations and Rating
On Identifying Why and When Foundation Models Perform Well on Time-Series Forecasting Using Automated Explanations and Rating
Michael Widener
Kausik Lakkaraju
John Aydin
Biplav Srivastava
AI4TS
138
0
0
28 Aug 2025
STRATA-TS: Selective Knowledge Transfer for Urban Time Series Forecasting with Retrieval-Guided Reasoning
STRATA-TS: Selective Knowledge Transfer for Urban Time Series Forecasting with Retrieval-Guided Reasoning
Yue Jiang
Chenxi Liu
Yile Chen
Qin Chao
Shuai Liu
Gao Cong
Gao Cong
AI4TS
209
0
0
26 Aug 2025
DiagECG: An LLM-Driven Framework for Diagnostic Reasoning via Discretized ECG Tokenization
DiagECG: An LLM-Driven Framework for Diagnostic Reasoning via Discretized ECG Tokenization
Jinning Yang
Wen Shi
134
1
0
21 Aug 2025
XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning
XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhihan Zhang
Yixin Cao
Lizi Liao
AIFin
249
4
0
20 Aug 2025
PENGUIN: Enhancing Transformer with Periodic-Nested Group Attention for Long-term Time Series Forecasting
PENGUIN: Enhancing Transformer with Periodic-Nested Group Attention for Long-term Time Series Forecasting
Tian Sun
Yuqi Chen
Weiwei Sun
AI4TS
228
1
0
19 Aug 2025
HRS: Hybrid Representation Framework with Scheduling Awareness for Time Series Forecasting in Crowdsourced Cloud-Edge Platforms
HRS: Hybrid Representation Framework with Scheduling Awareness for Time Series Forecasting in Crowdsourced Cloud-Edge Platforms
Tiancheng Zhang
Cheng Zhang
S. Liu
Xiaofei Wang
Shaoyuan Huang
Wenyu Wang
AI4TS
143
0
0
18 Aug 2025
Online Ensemble Transformer for Accurate Cloud Workload Forecasting in Predictive Auto-Scaling
Online Ensemble Transformer for Accurate Cloud Workload Forecasting in Predictive Auto-Scaling
Jiadong Chen
Xiao He
Hengyu Ye
Fuxin Jiang
Tieying Zhang
Jianjun Chen
Xiaofeng Gao
101
0
0
18 Aug 2025
CC-Time: Cross-Model and Cross-Modality Time Series Forecasting
CC-Time: Cross-Model and Cross-Modality Time Series Forecasting
Peng Chen
Yihang Wang
Yang Shu
Yunyao Cheng
Kai Zhao
Zhongwen Rao
Lujia Pan
Bin Yang
Chenjuan Guo
AI4TSVLM
180
0
0
17 Aug 2025
RAST: A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
RAST: A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
Weilin Ruan
Xilin Dang
Ziyu Zhou
Sisuo Lyu
Yuxuan Liang
AI4TS
354
1
0
14 Aug 2025
DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart Industries
DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart IndustriesInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Muhammad Sakib Khan Inan
Kewen Liao
AI4TS
109
2
0
13 Aug 2025
Stationarity Exploration for Multivariate Time Series Forecasting
Stationarity Exploration for Multivariate Time Series Forecasting
Hao Liu
Chun Yang
Zhang xiaoxing
Rui Ma
Xiaobin Zhu
AI4TS
91
0
0
12 Aug 2025
Semantic-Enhanced Time-Series Forecasting via Large Language Models
Semantic-Enhanced Time-Series Forecasting via Large Language Models
Hao Liu
Chun Yang
Zhang xiaoxing
Xiaobin Zhu
AI4TSAIFin
244
0
0
11 Aug 2025
QuiZSF: An efficient data-model interaction framework for zero-shot time-series forecasting
QuiZSF: An efficient data-model interaction framework for zero-shot time-series forecasting
Shichao Ma
Zhengyang Zhou
Qihe Huang
Binwu Wang
Kuo Yang
Huan Li
Yang Wang
AI4TS
71
0
0
09 Aug 2025
DP-GPT4MTS: Dual-Prompt Large Language Model for Textual-Numerical Time Series Forecasting
DP-GPT4MTS: Dual-Prompt Large Language Model for Textual-Numerical Time Series Forecasting
Chanjuan Liu
Shengzhi Wang
Enqiang Zhu
AI4TS
83
1
0
06 Aug 2025
T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion
T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion
Abdul Monaf Chowdhury
Rabeya Akter
S. Arib
AI4TS
123
1
0
06 Aug 2025
VisionTS++: Cross-Modal Time Series Foundation Model with Continual Pre-trained Vision Backbones
VisionTS++: Cross-Modal Time Series Foundation Model with Continual Pre-trained Vision Backbones
Lefei Shen
Mouxiang Chen
Xu Liu
Han Fu
Xiaoxue Ren
Jianling Sun
Zhuo Li
Chenghao Liu
AI4TS
411
2
0
06 Aug 2025
STARE: Predicting Decision Making Based on Spatio-Temporal Eye Movements
STARE: Predicting Decision Making Based on Spatio-Temporal Eye Movements
Moshe Unger
Alexander Tuzhilin
Michel Wedel
119
1
0
06 Aug 2025
FeDaL: Federated Dataset Learning for Time Series Foundation Models
FeDaL: Federated Dataset Learning for Time Series Foundation Models
Shengchao Chen
Guodong Long
Jing Jiang
FedMLAI4TSAI4CE
210
0
0
06 Aug 2025
PRISM: Lightweight Multivariate Time-Series Classification through Symmetric Multi-Resolution Convolutional Layers
PRISM: Lightweight Multivariate Time-Series Classification through Symmetric Multi-Resolution Convolutional Layers
Federico Zucchi
Thomas Lampert
AI4TS
126
1
0
06 Aug 2025
CauKer: classification time series foundation models can be pretrained on synthetic data only
CauKer: classification time series foundation models can be pretrained on synthetic data only
Shifeng Xie
Vasilii Feofanov
Marius Alonso
Ambroise Odonnat
Jianfeng Zhang
Themis Palpanas
I. Redko
AI4TS
221
4
0
04 Aug 2025
Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation
Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential RecommendationACM Conference on Recommender Systems (RecSys), 2025
Wei-Wei Du
Takuma Udagawa
Kei Tateno
AI4TS
72
1
0
31 Jul 2025
OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction
OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction
Hanchen Yang
Jiaqi Wang
Jiannong Cao
Wengen Li
Jialun Zheng
Yangning Li
Chunyu Miao
Jihong Guan
Shuigeng Zhou
Philip S. Yu
90
3
0
31 Jul 2025
TriP-LLM: A Tri-Branch Patch-wise Large Language Model Framework for Time-Series Anomaly Detection
TriP-LLM: A Tri-Branch Patch-wise Large Language Model Framework for Time-Series Anomaly DetectionIEEE Access (IEEE Access), 2025
Yuan-Cheng Yu
Yen-Chieh Ouyang
Chun-An Lin
AI4TS
100
2
0
31 Jul 2025
Foundation Models for Demand Forecasting via Dual-Strategy Ensembling
Foundation Models for Demand Forecasting via Dual-Strategy Ensembling
Wei Yang
Defu Cao
Yan Liu
AI4TS
164
1
0
29 Jul 2025
DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework
DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework
Kuiye Ding
Fanda Fan
Yao Wang
Ruijie jian
X. Wang
Luqi Gong
Yishan Jiang
Chunjie Luo an Jianfeng Zhan
Jianfeng Zhan
AI4TSBDL
362
2
0
29 Jul 2025
Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models
Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models
Vijja Wichitwechkarn
Charles Fox
Ruchi Choudhary
AI4TS
138
0
0
23 Jul 2025
Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback
Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback
Yiyuan Yang
Zichuan Liu
Lei Song
Kai Ying
Zhiguang Wang
Tom Bamford
Svitlana Vyetrenko
Jiang Bian
Qingsong Wen
AI4TS
276
3
0
20 Jul 2025
ParallelTime: Dynamically Weighting the Balance of Short- and Long-Term Temporal Dependencies
ParallelTime: Dynamically Weighting the Balance of Short- and Long-Term Temporal Dependencies
Itay Katav
Aryeh Kontorovich
AI4TS
152
0
0
18 Jul 2025
A Comprehensive Benchmark for Electrocardiogram Time-Series
A Comprehensive Benchmark for Electrocardiogram Time-Series
Zhijiang Tang
Jiaxin Qi
Yuhua Zheng
Jianqiang Huang
AI4TS
86
0
0
15 Jul 2025
DisMS-TS: Eliminating Redundant Multi-Scale Features for Time Series Classification
DisMS-TS: Eliminating Redundant Multi-Scale Features for Time Series Classification
Zhipeng Liu
Peibo Duan
Binwu Wang
Xuan Tang
Qi Chu
Changsheng Zhang
Yongsheng Huang
Bin Zhang
AI4TS
182
2
0
07 Jul 2025
xLSTMAD: A Powerful xLSTM-based Method for Anomaly Detection
xLSTMAD: A Powerful xLSTM-based Method for Anomaly Detection
Kamil Faber
Marcin Pietroñ
Dominik Zurek
Roberto Corizzo
AI4TS
103
1
0
28 Jun 2025
XTransfer: Modality-Agnostic Few-Shot Model Transfer for Human Sensing at the Edge
XTransfer: Modality-Agnostic Few-Shot Model Transfer for Human Sensing at the Edge
Yu Zhang
Xi Zhang
Hualin zhou
Xinyuan Chen
Shang Gao
Hong Jia
Jianfei Yang
Yuankai Qi
Tao Gu
205
0
0
28 Jun 2025
Time-Prompt: Integrated Heterogeneous Prompts for Unlocking LLMs in Time Series Forecasting
Time-Prompt: Integrated Heterogeneous Prompts for Unlocking LLMs in Time Series Forecasting
Zesen Wang
Lijuan Lan
Yonggang Li
AI4TS
126
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0
21 Jun 2025
CoIFNet: A Unified Framework for Multivariate Time Series Forecasting with Missing Values
CoIFNet: A Unified Framework for Multivariate Time Series Forecasting with Missing Values
Kai Tang
Ji Zhang
Hua Meng
Minbo Ma
Qi Xiong
Jie Xu
Jie Xu
Tianrui Li
AI4TS
219
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0
16 Jun 2025
Prioritizing Alignment Paradigms over Task-Specific Model Customization in Time-Series LLMs
Prioritizing Alignment Paradigms over Task-Specific Model Customization in Time-Series LLMs
Wei Li
Yunyao Cheng
Xinli Hao
Chaohong Ma
Yuxuan Liang
Bin Yang
Christian S.Jensen
Xiaofeng Meng
AI4TS
166
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13 Jun 2025
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs
Yucong Luo
Yitong Zhou
Mingyue Cheng
Jiahao Wang
Daoyu Wang
Tingyue Pan
Jintao Zhang
AI4TSLRM
312
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Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers
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Quentin Bouniot
Vasilii Feofanov
I. Redko
Zeynep Akata
AI4TS
230
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TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
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Jialin Chen
Ziyu Zhao
Gaukhar Nurbek
Aosong Feng
Ali Maatouk
Leandros Tassiulas
Yifeng Gao
Rex Ying
AI4TS
347
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LightGTS: A Lightweight General Time Series Forecasting Model
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Yuying Qiu
Peng Chen
Yang Shu
Zhongwen Rao
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Chenjuan Guo
AI4TSVLM
227
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CHIME: Conditional Hallucination and Integrated Multi-scale Enhancement for Time Series Diffusion Model
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Haipeng Xie
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Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision
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Dan Li
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Zhuomin Chen
Shunyu Wu
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M2WLLM: Multi-Modal Multi-Task Ultra-Short-term Wind Power Prediction Algorithm Based on Large Language Model
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Mingxuan Lib
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126
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Generalisation Bounds of Zero-Shot Economic Forecasting using Time Series Foundation Models
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Teo Susnjak
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155
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