| Reinforcement learning tracking control for robotic manipulator with kernel-based dynamic model Y Hu, W Wang, H Liu, L Liu IEEE transactions on neural networks and learning systems 31 (9), 3570-3578, 2019 | 26 | 2019 |
| A finite element/operator-splitting method for the numerical solution of the two dimensional elliptic Monge–Ampère equation R Glowinski, H Liu, S Leung, J Qian Journal of Scientific Computing 79, 1-47, 2019 | 18 | 2019 |
| Curvature regularized surface reconstruction from point clouds Y He, SH Kang, H Liu SIAM Journal on Imaging Sciences 13 (4), 1834-1859, 2020 | 17 | 2020 |
| A finite element/operator-splitting method for the numerical solution of the three dimensional Monge–Ampere equation H Liu, R Glowinski, S Leung, J Qian Journal of Scientific Computing 81, 2271-2302, 2019 | 14 | 2019 |
| Besov function approximation and binary classification on low-dimensional manifolds using convolutional residual networks H Liu, M Chen, T Zhao, W Liao International Conference on Machine Learning, 6770-6780, 2021 | 12 | 2021 |
| Deep nonparametric estimation of operators between infinite dimensional spaces H Liu, H Yang, M Chen, T Zhao, W Liao arXiv preprint arXiv:2201.00217, 2022 | 8 | 2022 |
| An operator-splitting method for the gaussian curvature regularization model with applications to surface smoothing and imaging H Liu, XC Tai, R Glowinski SIAM Journal on Scientific Computing 44 (2), A935-A963, 2022 | 7 | 2022 |
| A color elastica model for vector-valued image regularization H Liu, XC Tai, R Kimmel, R Glowinski SIAM Journal on Imaging Sciences 14 (2), 717-748, 2021 | 7 | 2021 |
| Robust pde identification from noisy data Y He, SH Kang, W Liao, H Liu, Y Liu arXiv preprint arXiv:2006.06557, 2020 | 7 | 2020 |
| Doubly robust off-policy learning on low-dimensional manifolds by deep neural networks M Chen, H Liu, W Liao, T Zhao arXiv preprint arXiv:2011.01797, 2020 | 6 | 2020 |
| On the numerical solution of nonlinear eigenvalue problems for the Monge-Ampère operator. R Glowinski, S Leung, H Liu, J Qian ESAIM: Control, Optimisation & Calculus of Variations 26, 2020 | 6 | 2020 |
| Fast algorithms for surface reconstruction from point cloud Y He, M Huska, SH Kang, H Liu Mathematical Methods in Image Processing and Inverse Problems: IPIP 2018 …, 2021 | 5 | 2021 |
| A level set based variational principal flow method for nonparametric dimension reduction on Riemannian manifolds H Liu, Z Yao, S Leung, TF Chan SIAM Journal on Scientific Computing 39 (4), A1616-A1646, 2017 | 5 | 2017 |
| Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint H Liu, M Chen, S Er, W Liao, T Zhang, T Zhao Proceedings of the 39th International Conference on Machine Learning, 2022 | 3 | 2022 |
| An alternating direction explicit method for time evolution equations with applications to fractional differential equations H Liu, S Leung Methods and Applications of Analysis 26 (3), 249--268, 2019 | 3 | 2019 |
| Numerical Identification of Nonlocal Potential in Aggregation Y He, SH Kang, W Liao, H Liu, Y Liu Commun. Comput. Phys., 2022 | 2 | 2022 |
| A simple semi-implicit scheme for partial differential equations with obstacle constraints H Liu, S Leung Numer. Math. Theor. Meth. Appl 13 (3), 620-643, 2020 | 2 | 2020 |
| Fast operator splitting methods for obstacle problems H Liu, D Wang Journal of Computational Physics, 111941, 2023 | 1 | 2023 |
| Elastica models for color image regularization H Liu, XC Tai, R Kimmel, R Glowinski arXiv preprint arXiv:2203.09995, 2022 | 1 | 2022 |
| Robust Identification of Differential Equations by Numerical Techniques from a Single Set of Noisy Observation Y He, SH Kang, W Liao, H Liu, Y Liu SIAM Journal on Scientific Computing 44 (3), A1145-A1175, 2022 | 1 | 2022 |
Shingyu LeungProfessor, the Hong Kong University of Science and TechnologyVerified email at ust.hk
