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Lu Han
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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
922024
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
272022
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
L Han, XY Chen, HJ Ye, DC Zhan
arXiv preprint arXiv:2404.14197, 2024
142024
On pseudo-labeling for class-mismatch semi-supervised learning
L Han, HJ Ye, DC Zhan
arXiv preprint arXiv:2301.06010, 2023
92023
Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps
L Han, HJ Ye, DC Zhan
arXiv preprint arXiv:2206.00471, 2023
52023
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
22020
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
12024
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
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