Chao Du
Senior Research Scientist at Sea AI Lab (SAIL)
Singapore
Summary
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Senior🎓
Top SchoolChao Du is a Senior Research Scientist at Sea AI Lab in Singapore with a decade of experience at the intersection of probabilistic machine learning and generative modeling. He earned his PhD from Tsinghua’s TSAIL group under Jun Zhu and Bo Zhang, and has industry research stints at NVIDIA, Microsoft Research Asia, and Alibaba.com where he translated probabilistic insights into applied ML systems. His recent work focuses on diffusion and flow-based generative models and on probing model vulnerabilities from a probabilistic, trustworthiness standpoint. Comfortable moving between theory and practice, he has a track record of shipping research-driven algorithms in industry settings and maintains an active scholarly presence via his homepage and Google Scholar. An interesting thread through his career is combining rigorous probabilistic inference with pragmatic robustness concerns, aiming to make generative models both powerful and reliable.
10 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Tsinghua University
Github Skills (24)
oh-my-zsh10
docker10
python10
bash10
rails10
cli-app10
php10
macos10
shell10
spice10
zsh10
cli10
homebrew9
automatic-differentiation7
jit6
Programming languages (2)
Github contributions (5)
duchao0726/dotfiles
Nov 2015 - Jan 2023
Contributions:20 pushes, 1 branch in 7 years 2 months
duchao0726/DUAL
Nov 2020 - Jul 2021
Contributions:3 commits, 2 pushes, 1 branch in 7 months
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