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 | 73 | 2021 |
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 | 34* | 2022 |
Timesnet: Temporal 2d-variation modeling for general time series analysis H Wu, T Hu, Y Liu, H Zhou, J Wang, M Long arXiv preprint arXiv:2210.02186, 2022 | 17 | 2022 |
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 The Journal of Machine Learning Research 23 (1), 9400-9446, 2022 | 10 | 2022 |
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors Y Liu, C Li, J Wang, M Long arXiv preprint arXiv:2305.18803, 2023 | | 2023 |