| LU decomposition and Toeplitz decomposition of a neural network Y Liu, S Jiao, LH Lim Applied and Computational Harmonic Analysis 68, 101601, 2024 | 13 | 2024 |
| Hessian regularization of deep neural networks: A novel approach based on stochastic estimators of Hessian trace Y Liu, S Yu, T Lin Neurocomputing 536, 13-20, 2023 | 10 | 2023 |
| Graphprompt: Biomedical entity normalization using graph-based prompt templates J Zhang, Z Wang, S Zhang, MM Bhalerao, Y Liu, D Zhu, S Wang bioRxiv, 2021.11. 29.470486, 2021 | 8 | 2021 |
| Path-following methods for Maximum a Posteriori estimators in Bayesian hierarchical models: How estimates depend on hyperparameters Z Si, Y Liu, A Strang SIAM Journal on Optimization 34 (3), 2201-2230, 2024 | 6 | 2024 |
| GraphPrompt: Graph-based prompt templates for biomedical synonym prediction H Xu, J Zhang, Z Wang, S Zhang, M Bhalerao, Y Liu, D Zhu, S Wang Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10576 …, 2023 | 6 | 2023 |
| On the utility recovery incapability of neural net-based differential private tabular training data synthesizer under privacy deregulation Y Liu, CH Wang, G Cheng arXiv preprint arXiv:2211.15809, 2022 | 5 | 2022 |
| Attention is a smoothed cubic spline Z Lai, LH Lim, Y Liu arXiv preprint arXiv:2408.09624, 2024 | | 2024 |
| Neural Networks are Integrable Y Liu International Conference on Scientific Computing and Machine Learning 2024, 2023 | | 2023 |
