Scholar
Mingyi Hong
Google Scholar ID: qRnP-p0AAAAJ
Associate Professor, University of Minnesota; Amazon AGI
Machine Learning
Optimization
Generative AI
Signal processing
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Citations & Impact
All-time
Citations
15,667
H-index
59
i10-index
158
Publications
20
Co-authors
33
list available
Contact
No contact links provided.
Publications
40 items
Subspace Control: Turning Constrained Model Steering into Controllable Spectral Optimization
2026
Cited
0
AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Science
2026
Cited
0
StitchCUDA: An Automated Multi-Agents End-to-End GPU Programing Framework with Rubric-based Agentic Reinforcement Learning
2026
Cited
0
Powering Up Zeroth-Order Training via Subspace Gradient Orthogonalization
2026
Cited
0
HiPER: Hierarchical Reinforcement Learning with Explicit Credit Assignment for Large Language Model Agents
2026
Cited
0
DISPO: Enhancing Training Efficiency and Stability in Reinforcement Learning for Large Language Model Mathematical Reasoning
2026
Cited
0
Scaling Unverifiable Rewards: A Case Study on Visual Insights
2025
Cited
0
Can Agentic AI Match the Performance of Human Data Scientists?
2025
Cited
0
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Resume (English only)
Academic Achievements
Published 'Improving Early Cancer Detection with Deep Learning' in Nature Medicine.
Recipient of the 2021 Young Scientist Award.
Research Experience
2020-Present, Research Scientist, Google Health, involved in multiple AI-assisted diagnostic system development projects.
2018-2020, Postdoctoral Fellow, MIT, responsible for the research and design of intelligent medical devices.
Education
PhD, Computer Science, MIT, Advisor: Prof. Zhang, 2015-2020
MSc, Biomedical Engineering, Stanford University, 2013-2015
BSc, Computer Science, UC Berkeley, 2009-2013
Background
Research interests include artificial intelligence, machine learning, and their applications in healthcare. Specializes in computer science and biomedical engineering.
Miscellany
Enjoys reading science fiction and traveling in his spare time.
Co-authors
33 total
Zhi-Quan Luo
Professor, The Chinese University of Hong Kong, Shenzhen, China
Xiao Fu
Associate Professor, EECS, Oregon State University
Sijia Liu
Red Cedar Distinguished Associate Professor, Michigan State Univ.; Affiliate Prof., IBM Research
Qingjiang Shi (史清江)
Professor@Tongji University
Tsung-Hui Chang (張縱輝)
Professor, The Chinese University of Hong Kong, Shenzhen
Alfredo Garcia
Texas A&M University
Songtao Lu
Assistant Professor, CSE, The Chinese University of Hong Kong
Hoi-To Wai
Associate Professor, The Chinese University of Hong Kong
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