| Adaptive Gaussian noise injection regularization for neural networks Y Li, F Liu International Symposium on Neural Networks, 176-189, 2020 | 55* | 2020 |
| Adaptive noisy data augmentation for regularized construction of undirected graphical models Y Li, F Liu, X Liu 2021 IEEE 8th International Conference on Data Science and Advanced …, 2021 | 9* | 2021 |
| Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-purpose Regularizer and Privacy Budget Retrieval and Recycling Y Li, F Liu Science and Information Conference. SAI 2022 508, 660–681, 2022 | 2 | 2022 |
| Adaptive Noisy Data Augmentation for Regularized Estimation and Inference in Generalized Linear Models Y Li, F Liu 2022 IEEE 46th Annual Computers, Software, and Applications Conference …, 2022 | 1 | 2022 |
| Noise-Augmented Regularization of Tensor Regression with Tucker Decomposition T Yan, Y Li, F Liu arXiv preprint arXiv:2302.10775, 2023 | | 2023 |
| Continuous-Time Markov-Switching GARCH Process with Robust State Path Identification and Volatility Estimation Y Li, F Liu Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | | 2021 |
