Yi Li
Associate Professor
Singapore
Summary
👤
Senior🎓
Top SchoolYi Li is an Associate Professor at Nanyang Technological University with 16 years of experience bridging theoretical computer science and practical data problems. His research focuses on algorithms for massive data sets, streaming algorithms, low-distortion metric embeddings, and compressive sensing, with a track record spanning academia and industry research roles including Facebook and the Max-Planck Institute. He earned his PhD from the University of Michigan and has held prestigious fellowships at the Simons Institute and Harvard, reflecting a depth in both foundational theory and collaborative interdisciplinary work. Yi’s background in sparse recovery and streaming estimators has led to contributions that make large-scale signal processing and frequency estimation more storage- and compute-efficient. Based in Singapore, he combines rigorous theory with applied perspectives, often tackling problems where adversarial or turnstile-style data updates complicate classical approaches.
16 years of coding experience
13 years of employment as a software developer
Exchange Student, Exchange Student at National University of SingaporeM Sc, Computer Science and Engineering, M Sc, Computer Science and Engineering at University of MichiganDoctor of Philosophy (Ph.D.), Computer Science and Engineering, Doctor of Philosophy (Ph.D.), Computer Science and Engineering at University of Michigan, Ann ArborBachelor of Engineering (B.Eng.), Computer Science and Engineering, Bachelor of Engineering (B.Eng.), Computer Science and Engineering at Shanghai Jiao Tong University
Chinese, English
Github Skills (32)
vulnerability10
smart-contracts10
ruby9
homebrew9
ranking8
css7
science7
react7
semantic-diff7
computer-science6
network-tools6
google-logging5
svg5
algorithms4
artifacts4
Programming languages (10)
Github contributions (5)
liyistc/cleansync
Feb 2010 - Apr 2010
Contributions:44 commits, 1 branch in 1 month
ntu-SRSLab/CSlicer
Oct 2019 - Feb 2020
Home of the semantic history slicing algorithms: CSLICER and DEFINER.
Contributions:8 commits, 6 pushes, 2 branches in 3 months
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