Billy Li

Research Scientist at ByteDance

Urbana, Illinois, United States
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Summary

👤
Senior
🎓
Top School
Billy Li is a fifth-year PhD candidate in Computer Science at UIUC with eight years of engineering and research experience focused on systems for AI/ML, computational notebooks, and vector databases. He combines academic rigor from CreateLab and IDEA Lab with industry impact through internships at Google (BigQuery, Ads, performance tooling) and ByteDance, where his work on composite indexes for filtered vector search led to a VLDB 2025 paper. Billy ships low-level C++ systems (query semantics, BPF pipelines) and designs cloud-native vector database features, bridging theory and production. Based in Urbana, he brings a track record of turning database and storage research into practical, scalable implementations and a knack for improving tooling that surfaces hard-to-see performance bottlenecks.
code8 years of coding experience
job6 years of employment as a software developer
bookHigh School, High School at Shenzhen College of International Education
bookDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of Illinois Urbana-Champaign
languagesChinese, English, Chinese
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Github Skills (4)

vldb6
mp33
machine-learning2
vector-search1

Programming languages (4)

C++CJupyter NotebookPython

Github contributions (5)

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illinoisdata/kishu

Dec 2024 - Nov 2025

Contributions:13 reviews, 26 PRs, 99 pushes in 10 months
Contributions:111 pushes, 1 branch in 3 years
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