Zhichao Lu

Assistant Professor at Sun Yat-sen University

East Lansing, Michigan, United States
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Summary

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Zhichao Lu is an assistant professor and researcher specializing in evolutionary machine learning and automated neural architecture search, with a PhD in Electrical and Computer Engineering from Michigan State University. Over seven years of experience span academia and industry, including a research fellowship at Southern University of Science & Technology and an algorithms role at Siemens PLM. His work blends multi-objective and multi-level optimization with practical algorithm development, and he won the GECCO 2019 best paper award in evolutionary machine learning. Based in East Lansing, he combines deep theoretical grounding with hands-on computational methods, regularly advancing automated machine learning techniques that bridge search efficiency and real-world applicability.
code7 years of coding experience
bookDoctor of Philosophy - PhD, Electrical and Computer Engineering, Doctor of Philosophy - PhD, Electrical and Computer Engineering at Michigan State University
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Github Skills (29)

convolutional-neural-networks10
genetic-algorithm10
evolutionary-algorithms10
multi-objective-optimization10
corruption10
evolutionary-computation10
differential-evolution10
robustness10
neural-architecture-search10
recurrent9
algorithm9
pytorch9
language-modeling9
deep-learning9
optimization9

Programming languages (2)

C++Python

Github contributions (5)

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mikelzc1990/nsganetv2

Aug 2020 - Apr 2022

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
Contributions:4 commits, 3 pushes, 2 comments in 1 year 8 months
neural-architecture-searchmulti-objective-optimizationevolutionary-algorithmsauto-ml
iwhalen/nsga-net

Oct 2018 - Aug 2019

NSGA-Net, a Neural Architecture Search Algorithm
Contributions:53 commits, 50 pushes, 3 branches in 9 months
neural-architecture-searchevolutionary-computationnsga-iideep-learningauto-ml
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