Xinwei (Mason) Fu
Scholar

Xinwei (Mason) Fu

Google Scholar ID: Uj9iR1oAAAAJ
Amazon
Machine Learning SystemSoftware ReliabilityPersistent Memory
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Citations & Impact
All-time
Citations
613
 
H-index
10
 
i10-index
10
 
Publications
17
 
Co-authors
13
list available
Contact
GitHubOpen ↗
Publications
17 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • - Published papers in top conferences including MLSys 2025, SoCC 2024, IEEE BigData 2024, SOSP 2023, OSDI 2022, NVMW 2022, SOSP 2021, MICRO 2021, ATC 2021, NVMW 2020
Research Experience
  • - Senior Applied Scientist at Amazon Web Services
  • - Involved in multiple research projects such as PipeFill, ScaleFusion, Distributed Training of Large Language Models on AWS Trainium, HLAT, Gemini, Durinn, etc.
Education
  • - Ph.D. in Computer Science, Virginia Tech
  • - Advisors: Dr. Changwoo Min and Dr. Dongyoon Lee
Background
  • - Senior Applied Scientist at Amazon Web Services
  • - Team focuses on optimizing systems and compilers for large-scale model training and inference on AWS homegrown accelerators
  • - Research Interests: Machine Learning System, Software Reliability
Co-authors
13 total
Co-author 1
Co-author 1
Dongyoon Lee
Dongyoon Lee
Associate Professor of Computer Science, Stony Brook University
Co-author 3
Co-author 3
Yida Wang
Yida Wang
Amazon
Zhen Zhang
Zhen Zhang
Applied Scientist, Amazon Web Services
Zhen Jia
Zhen Jia
Princeton University
Changhee Jung
Changhee Jung
Samuel D. Conte Associate Professor of Computer Science, Purdue University
Co-author 8
Co-author 8