Minghua Ma
Scholar

Minghua Ma

Google Scholar ID: A8It-HkAAAAJ
Microsoft
AIOpsCloud Intelligence
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,187
 
H-index
27
 
i10-index
44
 
Publications
20
 
Co-authors
7
list available
Contact
Emailminghuama@microsoft.comGitHubOpen ↗
Publications
11 items
A Benchmark for Language Models in Real-World System Building
2026
Cited
1
Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization
arXiv.org · 2026
Cited
1
UFO$^3$: Weaving the Digital Agent Galaxy
2025
Cited
0
Triage in Software Engineering: A Systematic Review of Research and Practice
2025
Cited
0
Can Language Models Go Beyond Coding? Assessing the Capability of Language Models to Build Real-World Systems
2025
Cited
0
Semantic Scheduling for LLM Inference
2025
Cited
0
EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models
2025
Cited
0
UFO2: The Desktop AgentOS
2025
Cited
0
Resume (English only)
Research Experience
  • Senior Researcher, Microsoft M365 Research, Redmond, WA, Feb 2024 – Present
  • Senior Researcher, DKI, Beijing, Jul 2023 – Jan 2024
  • Researcher, Microsoft Research Asia (MSRA), Beijing, Jul 2021 – Jun 2023
  • Visiting Scholar, Georgia Tech, Atlanta, Sep 2019 – Aug 2020
  • Research Intern, Alibaba, Beijing, Dec 2018 – Aug 2019
  • Research Intern, Sogou, Beijing, Dec 2016 – Apr 2018
Co-authors
7 total
Qingwei Lin
Qingwei Lin
Microsoft
Dongmei Zhang
Dongmei Zhang
Microsoft Research
Dan Pei
Dan Pei
Associate Professor of Computer Science, Tsinghua University
Shenglin Zhang
Shenglin Zhang
Nankai University
Chaoyun Zhang
Chaoyun Zhang
Microsoft
Chetan Bansal
Chetan Bansal
Microsoft
Junjie Chen
Junjie Chen
Professor, Tianjin University