The capacity and robustness trade-off: Revisiting the channel independent strategy for multivariate time series forecasting L Han, HJ Ye, DC Zhan IEEE Transactions on Knowledge and Data Engineering, 2024 | 92 | 2024 |
Revisiting unsupervised meta-learning via the characteristics of few-shot tasks HJ Ye, L Han, DC Zhan IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 3721-3737, 2022 | 27 | 2022 |
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion L Han, XY Chen, HJ Ye, DC Zhan arXiv preprint arXiv:2404.14197, 2024 | 14 | 2024 |
On pseudo-labeling for class-mismatch semi-supervised learning L Han, HJ Ye, DC Zhan arXiv preprint arXiv:2301.06010, 2023 | 9 | 2023 |
Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps L Han, HJ Ye, DC Zhan arXiv preprint arXiv:2206.00471, 2023 | 5 | 2023 |
SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting L Han, HJ Ye, DC Zhan Forty-first International Conference on Machine Learning, 0 | 4 | |
Revisiting unsupervised meta-learning: amplifying or compensating for the characteristics of few-shot tasks H Ye, L Han, D Zhan CoRR, 2020 | 2 | 2020 |
Twice class bias correction for imbalanced semi-supervised learning L Li, B Tao, L Han, D Zhan, H Ye Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13563 …, 2024 | 1 | 2024 |
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification XY Chen, L Han, DC Zhan, HJ Ye arXiv preprint arXiv:2412.15306, 2024 | | 2024 |
Learning Robust Precipitation Forecaster by Temporal Frame Interpolation L Han, XY Chen, HJ Ye, DC Zhan arXiv preprint arXiv:2311.18341, 2023 | | 2023 |