Tianyu Ding
Principal Researcher at Microsoft
Redmond, Washington, United States
Summary
👤
Senior🎓
Top SchoolTianyu Ding is a Principal Researcher at Microsoft with eight years of experience bridging applied mathematics and machine learning research. He holds a PhD in Applied Mathematics from Johns Hopkins University and has progressed through roles at Microsoft from research intern to senior researcher before his current appointment. His work includes designing deep neural architectures for video frame interpolation (CVPR 2021) and spans both theoretical modeling and practical system implementation. Comfortable in C/C++ and MATLAB from earlier engineering and teaching roles, he brings a rare mix of rigorous quantitative training and hands-on software development. Based in Redmond, he often translates advanced math into production-ready models and tooling, maintaining a personal site that showcases his research and code.
8 years of coding experience
6 years of employment as a software developer
Johns Hopkins UniversityBachelor of Science (B.S.) Mathematics and Applied Mathematics, Bachelor of Science (B.S.) Mathematics and Applied Mathematics at Sun Yat-sen University
English, Chinese, Chinese
Github Skills (20)
depth-estimation10
interpolation10
optical-flow10
compression10
frame10
depth10
pytorch9
geometric9
collapse7
computer-vision6
machine-learning5
deep-learning4
expansion4
synthesis3
python1
Programming languages (3)
Github contributions (5)
tding1/Neural-Collapse
Mar 2021 - Jul 2022
Code of paper "A Geometric Analysis of Neural Collapse with Unconstrained Features"
Contributions:25 commits, 3 PRs, 12 pushes in 1 year 4 months
collapsegeometricunconstrained
tianyic/obproxsg
Jun 2020 - Mar 2021
Contributions:28 commits, 28 pushes in 9 months
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