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.
9 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 (15)
compression10
depth-estimation10
depth10
optical-flow9
geometric9
interpolation8
collapse8
computer-vision6
deep-learning5
machine-learning5
synthesis3
super-resolution2
rest-api1
rest1
authentication1
Programming languages (4)
Github contributions (5)
tding1/CDFI
Mar 2021 - Sep 2022
[CVPR 2021] CDFI: Compression-Driven Network Design for Frame Interpolation
Contributions:36 commits, 34 pushes, 1 branch in 1 year 6 months
compression
tding1/Neural-Collapse
Mar 2021 - Jul 2022
[NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features
Contributions:25 commits, 3 PRs, 12 pushes in 1 year 4 months
collapsegeometricunconstrained
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.