Michael Ng

41 papers A* 6A 1Misc 1Journal 30Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hypergraph neural diffusion networks.
Neural Networks
Fengcheng Lu, Michael Ng, Andy M. Yip
2026 J jnl
Low-Rank Tensor Learning by Generalized Nonconvex Regularization.
IEEE Trans. Pattern Anal. Mach. Intell.
Sijia Xia, Michael Ng, Xiongjun Zhang
2026 J jnl
QuatIca: Advanced Numerical Linear Algebra and Optimization for Quaternionic Matrices in Python.
CoRR
Valentin Leplat, Salman Ahmadi-Asl, Junjun Pan, Henni Ouerdane, Michael Ng
2025 J jnl
A Provably-Correct and Robust Convex Model for Smooth Separable NMF.
CoRR
Junjun Pan, Valentin Leplat, Michael Ng, Nicolas Gillis
2025 J jnl
A Unified SAM-Guided Self-Prompt Learning Framework for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yimin Fu, Jialin Lyu, Peiyuan Ma, Zhunga Liu, Michael Ng
2025 J jnl
AlgoFormer: An Efficient Transformer Framework with Algorithmic Structures.
Trans. Mach. Learn. Res.
Yihang Gao, Chuanyang Zheng, Enze Xie, Han Shi, Tianyang Hu, Yu Li, Michael Ng, Zhenguo Li, Zhaoqiang Liu
2025 — conf
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation.
ACL (1)
Chuanyang Zheng, Yihang Gao, Han Shi, Jing Xiong, Jiankai Sun, Jingyao Li, Minbin Huang, Xiaozhe Ren, Michael Ng, Xin Jiang, Zhenguo Li, Yu Li
2025 A* conf
Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport.
AAAI
Yuguang Yan, Canlin Yang, Yuanlin Chen, Ruichu Cai, Michael Ng
2025 J jnl
Hyperspectral and Multispectral Image Fusion with Arbitrary Resolution Through Self-Supervised Representations.
Int. J. Comput. Vis.
Ting Wang, Zipei Yan, Jizhou Li, Xile Zhao, Chao Wang, Michael Ng
2025 J jnl
Slice-Wise Irregular Tensor Decomposition and Its Application.
J. Sci. Comput.
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Lu-Bin Cui, Michael Ng
2024 J jnl
Deep learning based source reconstruction method using asymmetric encoder-decoder​ structure and physics-induced loss.
J. Comput. Appl. Math.
Michael Ng, He Ming Yao
2024 J jnl
Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Lina Zhuang, Michael Ng, Lianru Gao, Zhicheng Wang
2024 J jnl
Eigenimage2Eigenimage (E2E): A Self-Supervised Deep Learning Network for Hyperspectral Image Denoising.
IEEE Trans. Neural Networks Learn. Syst.
Lina Zhuang, Michael Ng, Lianru Gao, Joseph Michalski, Zhicheng Wang
2024 J jnl
Fast Global Image Smoothing via Quasi Weighted Least Squares.
Int. J. Comput. Vis.
Wei Liu, Pingping Zhang, Hongxing Qin, Xiaolin Huang, Jie Yang, Michael Ng
2024 J jnl
Hyperspectral and multispectral image fusion with arbitrary resolution through self-supervised representations.
CoRR
Ting Wang, Zipei Yan, Jizhou Li, Xile Zhao, Chao Wang, Michael Ng
2024 J jnl
Spectral algorithms for learning with dependent observations.
J. Comput. Appl. Math.
Hongzhi Tong, Michael Ng
2024 J jnl
Stability and Generalization of Hypergraph Collaborative Networks.
Mach. Intell. Res.
Michael Ng, Hanrui Wu, Andy M. Yip
2023 A* conf
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing.
NeurIPS
Junren Chen, Jonathan Scarlett, Michael Ng, Zhaoqiang Liu
2023 J jnl
Coseparable Nonnegative Matrix Factorization.
SIAM J. Matrix Anal. Appl.
Junjun Pan, Michael Ng
2023 A* conf
Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks.
ICML
Yihang Gao, Yiqi Gu, Michael Ng
2023 J jnl
Signal Reconstruction from Phase-Only Measurements: Uniqueness Condition, Minimal Measurement Number and Beyond.
SIAM J. Appl. Math.
Junren Chen, Michael Ng
2023 — conf
Undetectable Attacks on Boolean Networks.
CDC
Shiyong Zhu, Jianquan Lu, Jinde Cao, Lin Lin, James Lam, Michael Ng, Shun-ichi Azuma
2022 J jnl
A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing.
IEEE Trans. Pattern Anal. Mach. Intell.
Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, Jie Yang, Michael Ng
2022 A* conf
Approximate Secular Equations for the Cubic Regularization Subproblem.
NeurIPS
Yihang Gao, Man-Chung Yue, Michael Ng
2022 J jnl
Cartoon and texture decomposition for color image in opponent color space.
Appl. Math. Comput.
You-Wei Wen, Mingchao Zhao, Michael Ng
2022 A* conf
Learning Intrinsic and Extrinsic Intentions for Cold-start Recommendation with Neural Stochastic Processes.
ACM Multimedia
Huafeng Liu, Liping Jing, Dahai Yu, Mingjie Zhou, Michael Ng
2022 J jnl
Snow Parameters Inversion from Passive Microwave Remote Sensing Measurements by Deep Convolutional Neural Networks.
Sensors
He Ming Yao, Yanming Zhang, Lijun Jiang, Hong Tat Ewe, Michael Ng
2021 J jnl
A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing.
CoRR
Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, Jie Yang, Michael Ng
2021 J jnl
An All-at-Once Preconditioner for Evolutionary Partial Differential Equations.
SIAM J. Sci. Comput.
Xue-lei Lin, Michael Ng
2020 J jnl
3D Point Cloud Denoising Using Graph Laplacian Regularization of a Low Dimensional Manifold Model.
IEEE Trans. Image Process.
Jin Zeng, Gene Cheung, Michael Ng, Jiahao Pang, Cheng Yang
2020 A conf
Self-Attention-Based Fully-Inception Networks for Continuous Sign Language Recognition.
ECAI
Mingjie Zhou, Michael Ng, Zixin Cai, Ka Chun Cheung
2019 J jnl
Editorial: Welcome to Software Impacts.
Softw. Impacts
Michael Ng
2019 J jnl
Hyperspectral image denoising with bilinear low rank matrix factorization.
Signal Process.
Huixin Fan, Jie Li, Qiangqiang Yuan, Xinxin Liu, Michael Ng
2019 A* conf
Robust Low-Tubal-Rank Tensor Completion via Convex Optimization.
IJCAI
Qiang Jiang, Michael Ng
2018 J jnl
3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model.
CoRR
Jin Zeng, Gene Cheung, Michael Ng, Jiahao Pang, Cheng Yang
2018 J jnl
Analysis of regularized least squares for functional linear regression model.
J. Complex.
Hongzhi Tong, Michael Ng
2017 J jnl
Robust Data Assimilation Using L
SIAM J. Sci. Comput.
Vishwas Rao, Adrian Sandu, Michael Ng, Elias David Niño Ruiz
2016 J jnl
Disintermediator or another intermediary? E-simulation platform for professional legal education at University of Hong Kong.
Eur. J. Law Technol.
Wilson Chow, Michael Ng
2015 J jnl
Robust data assimilation using L
CoRR
Vishwas Rao, Adrian Sandu, Michael Ng, Elias David Niño Ruiz
2008 Misc conf
Clustering Algorithms with Automatic Selection of Cluster Number.
GrC
Michael Ng
2003 — conf
A Parallel Tabu Search Heuristic for Clustering Data Sets.
ICPP Workshops
Michael Ng