Boning Li

Data Scientist

Redmond, Washington, United States
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Summary

👤
Senior
🎓
Top School
Boning Li is a data scientist based in Redmond with nine years of experience applying machine learning to energy, health, networks, and computer vision problems. Currently at Microsoft, he focuses on graph neural networks to learn efficient resource allocation for wireless federated learning, building on prior internships at Microsoft and Amazon. His research portfolio spans deep algorithm unfolding, time-series feature learning, temporal signal reconstruction on graphs, and hypergraph clustering, bridging theoretical methods with practical system constraints. Trained at Rice (PhD), Duke (MS), and Harbin Institute of Technology (BE), with an exchange stint at UC Berkeley, he blends rigorous academic grounding with industry impact. Notably, he pursues cross-domain signal and structure learning approaches that transfer between communications and sensing applications, reflecting a knack for translating graph-based theory into resource-aware ML solutions.
code9 years of coding experience
job1 year of employment as a software developer
bookExchange student, Exchange student at University of California, Berkeley
bookMaster of Science - MS, Master of Science - MS at Duke University
bookDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at Rice University
bookBachelor of Engineering - BE, Bachelor of Engineering - BE at Harbin Institute of Technology
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Github Skills (6)

sensor7
android-client5
android3
objective-c1
swift1
ios1

Programming languages (4)

JavaSwiftJupyter NotebookPython

Github contributions (5)

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bl166/Efficient_Person_ReID

Jan 2019 - Oct 2021

Contributions:5 commits, 12 pushes, 1 branch in 2 years 9 months
bl166/USPowerPlantDataset

Jul 2017 - Aug 2017

Contributions:22 commits, 63 pushes, 1 branch in 24 days
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Boning Li - Data Scientist