This page was last updated on 2026-03-09 06:30:50 UTC
Recommendations for the article Unified Training of Universal Time Series Forecasting Transformers
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation | Taha İbrahim Aksu, Gerald Woo, Juncheng Liu, Xu Liu, Chenghao Liu, Silvio Savarese, Caiming Xiong, Doyen Sahoo | 2024-10-14 | ArXiv | 74 | 35 |
| visibility_off | TimeFound: A Foundation Model for Time Series Forecasting | Congxi Xiao, Jingbo Zhou, Yixiong Xiao, Xinjiang Lu, Le Zhang, Hui Xiong | 2025-03-06 | ArXiv | 3 | 11 |
| visibility_off | Revisiting the Generic Transformer: Deconstructing a Strong Baseline for Time Series Foundation Models | Yu-Wei Wen, Wesley M. Gifford, Chandra Reddy, Lam M. Nguyen, Jayant Kalagnanam, A. A. Julius | 2026-02-06 | ArXiv | 1 | 8 |
| visibility_off | Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts | X. Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin | 2024-09-24 | ArXiv | 208 | 12 |
| visibility_off | Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer | Yihang Wang, Yuying Qiu, Peng Chen, Kai Zhao, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo | 2024-05-24 | ArXiv, DBLP | 26 | 39 |
| visibility_off | Chronos: Learning the Language of Time Series | Abdul Fatir Ansari, Lorenzo Stella, Caner Turkmen, Xiyuan Zhang, Pedro Mercado, Huibin Shen, Oleksandr Shchur, Syama Sundar Rangapuram, Sebastian Pineda Arango, Shubham Kapoor, Jasper Zschiegner, D. Maddix, Michael W. Mahoney, Kari Torkkola, Andrew Gordon Wilson, Michael Bohlke-Schneider, Yuyang Wang | 2024-03-12 | ArXiv | 563 | 20 |
| visibility_off | Timer: Generative Pre-trained Transformers Are Large Time Series Models | Yong Liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long | 2024-02-04 | DBLP, ArXiv | 155 | 79 |
| visibility_off | A Time Series is Worth 64 Words: Long-term Forecasting with Transformers | Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, J. Kalagnanam | 2022-11-27 | ArXiv | 2950 | 35 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |