Runzhong Wang
Postdoctoral Associate
Cambridge, Massachusetts, United States
Summary
🤩
Rockstar🎓
Top SchoolRunzhong Wang is a Postdoctoral Associate at MIT with nine years of experience spanning research software engineering, machine learning for combinatorial optimization, and MLOps. He earned his PhD and BE from Shanghai Jiao Tong University and now works in the Coley Group applying practical engineering to deep graph matching and optimization research. His open-source contributions include back-end development and maintenance for Thinklab-SJTU projects—extending a popular ML-for-CO paper generator to support new problem types and implementing efficient computational primitives like CSXMatrix3d. Comfortable bridging research and production, he focuses on robust implementations, reproducible workflows, and clear documentation. Colleagues value his knack for translating complex algorithms into maintainable code and tooling that accelerates research.
9 years of coding experience
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Shanghai Jiao Tong University
Chinese, English
Github Skills (14)
pytorch10
combinatorial-optimization10
python10
file-access7
fileio7
file-processing7
file-handling7
sphinx6
dockers5
data-structure5
algorithms5
algorithm5
data-structures5
docker5
Programming languages (6)
Github contributions (5)
Thinklab-SJTU/awesome-ml4co
Mar 2021 - Dec 2022
Role in this project:
Back-end Developer
Back-end DeveloperContributions:27 commits, 4 PRs, 15 pushes in 1 year 8 months
Contributions summary:Runzhong primarily focused on enhancing the `src/generator.py` file within the repository. Their commits involved adding support for different combinatorial optimization problems (QAP, JSSP, and others) by modifying the code to incorporate new problem types and abbreviations. They also made formatting improvements and merged branches, indicating maintenance and integration efforts on the paper list generator.
optimizationmachine-learningpaper-listcombinatorialawesome-machine-learning
rogerwwww/SJTU_EE213
Apr 2017 - Jun 2017
Contributions:31 commits, 25 pushes, 1 branch in 1 month
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