Michael Ng

Full Professor, Hong Kong Baptist University

Joined

February 2024

Names

Michael Ng (Preferred)

Emails

****@hkbu.edu.hk (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

Hong Kong Baptist University (hkbu.edu.hk)

2023 – Present

Full Professor

University of Hong Kong (hku.hk)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Raymond H. Chan

1990 – Present

Expertise

Applied and Computational Mathematics

Present

Machine Learning

Present

Publications

RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with Large Language Models
Xiao Feng, Bo Han, Zhanke Zhou, Jiaqi Fan, Jiangchao Yao, Ka Ho Li, Dahai Yu, Michael Ng
- SPOT
- Readers: Everyone
Robust data assimilation using L1 and Huber norms.
Vishwas Rao, Adrian Sandu, Michael Ng 0001, Elias David Niño Ruiz
- CoRR 2015
- Readers: Everyone
Robust Data Assimilation Using L1 and Huber Norms.
Vishwas Rao, Adrian Sandu, Michael Ng 0001, Elias David Niño Ruiz
- SIAM J. Sci. Comput. 2017
- Readers: Everyone
Hyperspectral and Multispectral Image Fusion with Arbitrary Resolution Through Self-Supervised Representations
Ting Wang, Zipei Yan, Jizhou Li, Xile Zhao, Chao Wang, Michael Ng
- Int. J. Comput. Vis. 2025
- Readers: Everyone
A Provably-Correct and Robust Convex Model for Smooth Separable NMF
Junjun Pan, Valentin Leplat, Michael Ng, Nicolas Gillis
- CoRR 2025
- Readers: Everyone
Poincaré Gradient Descent: A Projection-Based Riemannian Method on the Poincaré Ball
Chengyang Liu, Ouyang Shangke, Michael Ng, David Gu
- MATH4AI @ AAAI 2026 Oral
- Readers: Everyone
RewardFlow: Propagating Reward in the State Graphs of Agentic Learning with LLMs
Xiao Feng, Bo Han, Zhanke Zhou, Jiaqi Fan, Jiangchao Yao, Ka Ho Li, Dahai Yu, Michael Ng
- Submitted to ICLR 2026
- Readers: Everyone
NeuMatC: A General Neural Framework For Fast Parametric Matrix Operation
Chuan Wang, Xi-Le Zhao, Zhilong Han, Liang Li, Deyu Meng, Michael Ng
- Submitted to ICLR 2026
- Readers: Everyone
SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control
Quanfeng Lu, Zhantao Ma, Shuai Zhong, Jin Wang, Dahai Yu, Michael Ng, Ping Luo
- Submitted to ICLR 2026
- Readers: Everyone
Data Valuation by Leveraging Global and Local Statistical Information
Xiaoling Zhou, Ou Wu, Michael Ng, Hao Jiang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 54 publications

Co-Authors

View all 111 co-authors