Yunhui Guo

Assistant Professor at The University of Texas at Dallas

San Francisco Bay Area United States
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Summary

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Senior
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Top School
Yunhui Guo is an Assistant Professor at The University of Texas at Dallas with 11 years of experience at the intersection of machine learning, deep learning, and computer vision. After earning a PhD in Computer Science from UC San Diego, Yunhui completed a Berkeley postdoc and research internships at Qualcomm, IBM Research, and Intel, blending academic rigor with industry-scale AI practice. His work emphasizes advancing visual understanding through principled deep learning methods and has been shaped by exposure to both foundational research and applied AI challenges in industry labs. Based in the San Francisco Bay Area and now leading an academic group in Texas, he brings a pragmatic researcher’s approach to translating novel models into reproducible experiments and real-world insights.
code11 years of coding experience
job2 years of employment as a software developer
bookUniversity of California, San Diego
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Github Skills (40)

bayesian10
bayesian-inference10
candidate9
emma9
inference9
markov9
hidden-markov-model9
markov-model9
binding8
sampling8
markov-chain8
autodock7
monte-carlo7
bayesian-methods7
pdb-files6

Programming languages (4)

C++HTMLJupyter NotebookPython

Github contributions (5)

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yunhuige/Python-learning

Mar 2015 - Mar 2018

Contributions:104 pushes, 1 branch in 2 years 11 months
yunhuige/toy_binding

Nov 2018 - Jul 2020

Contributions:338 pushes, 1 branch, 2 comments in 1 year 8 months
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