Zhuang Liu
Assistant Professor Of Computer Science at Princeton University
Beijing, United States
Summary
👤
Senior🎓
Top SchoolZhuang Liu is an Assistant Professor of Computer Science and a researcher with nine years of experience specializing in deep learning and computer vision, currently transitioning from Meta FAIR to Princeton. He led the development of widely used architectures such as DenseNet (CVPR Best Paper) and ConvNeXt, and focuses on model architectures, training dynamics, efficiency, and understanding, often challenging prevailing assumptions. His work spans vision, language, and multimodal models as well as dataset studies, and he favors simple, empirically driven approaches to reveal surprising behaviors in neural networks. Trained at Tsinghua and UC Berkeley, he combines top-tier academic rigor with hands-on industry research internships at Meta, Intel Labs, and Adobe, making his projects both theoretically informed and practically impactful.
9 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of California, BerkeleyExchange student Computer Science, Exchange student Computer Science at Cornell UniversityBachelor's degree Computer Science (Yao Class), Bachelor's degree Computer Science (Yao Class) at Tsinghua University
Github Skills (24)
python10
machine-learning10
deep-learning10
data-science9
flask-application9
tensorflow9
neural-network9
pos-tagger8
deep-neural-networks8
ml8
uwsgi8
docker-image7
alpine-linux7
webapp7
docker-container7
Programming languages (2)
Github contributions (5)
lsqpku/img2img
Aug 2017 - Aug 2017
Contributions:45 commits, 44 pushes, 1 branch in 4 days
lsqpku/captcha
Jul 2017 - Jul 2017
Contributions:17 pushes, 1 branch in 9 days
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