Takip et
Yong Liu
Yong Liu
Ph.D. student, Tsinghua University
mails.tsinghua.edu.cn üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis
H Wu, T Hu, Y Liu, H Zhou, J Wang, M Long
International Conference on Learning Representations (ICLR), 2022
10272022
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
Y Liu, T Hu, H Zhang, H Wu, S Wang, L Ma, M Long
International Conference on Learning Representations (ICLR), 2023
6132023
Non-Stationary Transformers: Exploring the Stationarity in Time Series Forecasting
Y Liu, H Wu, J Wang, M Long
Advances in Neural Information Processing Systems 35, 9881-9893, 2022
5372022
Logme: Practical Assessment of Pre-trained Models for Transfer Learning
K You, Y Liu, J Wang, M Long
International Conference on Machine Learning, 12133-12143, 2021
2142021
Koopa: Learning Non-Stationary Time Series Dynamics with Koopman Predictors
Y Liu, C Li, J Wang, M Long
Advances in Neural Information Processing Systems 36, 2024
912024
Timer: Generative Pre-trained Transformers Are Large Time Series Models
Y Liu, H Zhang, C Li, X Huang, J Wang, M Long
Forty-first International Conference on Machine Learning, 2024
62*2024
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
Y Wang, H Wu, J Dong, Y Liu, Y Qiu, H Zhang, J Wang, M Long
arXiv preprint arXiv:2402.19072, 2024
352024
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models
Y Liu, G Qin, X Huang, J Wang, M Long
arXiv preprint arXiv:2402.02370, 2024
322024
Deep Time Series Models: A Comprehensive Survey and Benchmark
Y Wang, H Wu, J Dong, Y Liu, M Long, J Wang
arXiv preprint arXiv:2407.13278, 2024
312024
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs
K You, Y Liu, Z Zhang, J Wang, MI Jordan, M Long
Journal of Machine Learning Research 23 (209), 1-47, 2022
312022
Timer-XL: Long-Context Transformers for Unified Time Series Forecasting
Y Liu, G Qin, X Huang, J Wang, M Long
arXiv preprint arXiv:2410.04803, 2024
22024
Sundial: A Family of Highly Capable Time Series Foundation Models
Y Liu, G Qin, Z Shi, Z Chen, C Yang, X Huang, J Wang, M Long
arXiv preprint arXiv:2502.00816, 2025
2025
FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting
W Yue, Y Liu, X Ying, B Xing, R Guo, J Shi
arXiv preprint arXiv:2501.13989, 2025
2025
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–13