| Asymmetric valleys: Beyond sharp and flat local minima H He, G Huang, Y Yuan Advances in neural information processing systems 32, 2019 | 204 | 2019 |
| Realistic fault detection of li-ion battery via dynamical deep learning J Zhang, Y Wang, B Jiang, H He, S Huang, C Wang, Y Zhang, X Han, ... Nature Communications 14 (1), 5940, 2023 | 141 | 2023 |
| Can pretext-based self-supervised learning be boosted by downstream data? a theoretical analysis J Teng, W Huang, H He International Conference on Artificial Intelligence and Statistics, 4198-4216, 2022 | 15 | 2022 |
| Trade-off Between Efficiency and Consistency for Removal-based Explanations Y Zhang, H He, Z Tan, Y Yuan Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 9 | 2023 |
| Finding generalization measures by contrasting signal and noise J Teng, B Zhang, R Li, H He, Y Wang, Y Tian, Y Yuan International Conference on Machine Learning, 33983-34010, 2023 | 2 | 2023 |
| Consistent and Truthful Interpretation with Fourier Analysis Y Zhang, H He, Y Yuan arXiv preprint arXiv:2210.17426, 2022 | 2 | 2022 |
| Anomaly Detection with Test Time Augmentation and Consistency Evaluation H He, J Teng, Y Yuan arXiv preprint arXiv:2206.02345, 2022 | 1 | 2022 |
| Time Series Anomaly Detection via Hypothesis Testing for Dynamical Systems H He, J Zhang, Y Wang, B Jiang, S Huang, C Wang, Y Zhang, X Han, ... | | |
Yang YuanTsinghua UniversityVerified email at tsinghua.edu.cn
