Zimeng Lyu
Assistant Professor at Kean University
New Jersey, United States
Summary
👤
Senior🎓
Top SchoolZimeng Lyu is an Assistant Professor and machine learning researcher with nine years of experience specializing in time series forecasting, continual learning, neural architecture search, and stock return prediction. He designs cross-domain forecasting models for edge devices and has translated academic work into real-world impact—his evolved recurrent networks helped prevent roughly $7.3M in revenue losses at power plants and his portfolio strategies have beaten the market. Zimeng developed ONE-NAS for real-time forecasting and the EXAMM NeuroEvolution algorithms, blending online learning with neuroevolution techniques that enable adaptive, production-ready models. He teaches AI and advanced software engineering, builds practical ETL/DevOps workflows for data science, and holds a PhD from RIT with a strong record of applied ML research and a patent-linked background in aerial image analysis.
9 years of coding experience
7 years of employment as a software developer
Doctor's Degree, Time Series Forecasting, Online Learning, Stock Return Prediction, 3.92, Doctor's Degree, Time Series Forecasting, Online Learning, Stock Return Prediction, 3.92 at Rochester Institute of TechnologyBachelor's degree, Electrical Engineering, Bachelor's degree, Electrical Engineering at Nanjing Agricultural UniversityMaster's degree, Computer Engineering, 3.7/4.0, Master's degree, Computer Engineering, 3.7/4.0 at Syracuse University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (24)
evolutionary10
python10
neuroevolution10
machine-learning10
evolutionary-algorithms10
evolutionary-computation10
deep-learning10
tensorflow10
evolution10
neat10
data-science9
ml9
deep-neural-networks9
neural-network9
pytorch8
Programming languages (3)
Github contributions (5)
zimenglyu/exact
Sep 2019 - Mar 2024
Evolutionary Exploration Algorithms - EXACT, EXALT and EXAMM
Contributions:10 pushes in 4 years 6 months
evolutionary
zimenglyu/zimenglyu
Nov 2018 - Feb 2025
Contributions:54 pushes, 1 branch in 6 years 3 months
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