Hong Zhu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Matrix Approximation

Augmented Lagrangian Method

Convex Optimization

Spectral Clustering

Top Venues

J. Sci. Comput.

IEEE Trans. Image Process.

Publications

Hong Zhu, Yunhai Xiao
A hybrid inexact regularized Newton and negative curvature method. Comput. Optim. Appl. 88 (3) (2024)
Hong Zhu, Xiaoxia Liu, Lin Huang, Zhaosong Lu, Jian Lu, Michael K. Ng
Augmented Lagrangian method for tensor low-rank and sparsity models in multi-dimensional image recovery. Adv. Comput. Math. 50 (4) (2024)
Hong Zhu, Michael K. Ng, Guang-Jing Song
Correction to: An Approximate Augmented Lagrangian Method for Nonnegative Low-Rank Matrix Approximation. J. Sci. Comput. 90 (1) (2022)
Hong Zhu, Michael K. Ng, Guang-Jing Song
An Approximate Augmented Lagrangian Method for Nonnegative Low-Rank Matrix Approximation. J. Sci. Comput. 88 (2) (2021)
Hanrui Wu, Hong Zhu, Yuguang Yan, Jiaju Wu, Yifan Zhang, Michael K. Ng
Heterogeneous Domain Adaptation by Information Capturing and Distribution Matching. IEEE Trans. Image Process. 30 (2021)
Ye Liu, Michael K. Ng, Hong Zhu
Multiple graph semi-supervised clustering with automatic calculation of graph associations. Neurocomputing 429 (2021)
Hong Zhu, Michael K. Ng
Structured Dictionary Learning for Image Denoising Under Mixed Gaussian and Impulse Noise. IEEE Trans. Image Process. 29 (2020)
Chuan Chen, Hui Qian, Wuhui Chen, Zibin Zheng, Hong Zhu
Auto-weighted multi-view constrained spectral clustering. Neurocomputing 366 (2019)
Hong Zhu, Li-Zhi Liao, Michael K. Ng
Multi-Instance Dimensionality Reduction via Sparsity and Orthogonality. Neural Comput. 30 (12) (2018)
Hong Zhu, Chuan Chen, Li-Zhi Liao, Michael K. Ng
Multiple graphs clustering by gradient flow method. J. Frankl. Inst. 355 (4) (2018)
Xun Qian, Li-Zhi Liao, Jie Sun, Hong Zhu
The Convergent Generalized Central Paths for Linearly Constrained Convex Programming. SIAM J. Optim. 28 (2) (2018)
Hong Zhu, Xiaowei Zhang, Delin Chu, Li-Zhi Liao
Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method. J. Sci. Comput. 72 (1) (2017)