About Me
I am a Ph.D. student from the Department of Electrical and Computer Engineering in University of Houston since 2018. My advisor is Dr.Zhu Han, who founded the wireless networking, signal processing and security lab in 2009. My research interests include deep reinforcement learning, federated learning, generative adversarial networks, and mean field game.
I received my bachelor degree of Electrical & Information Engineering from Huazhong University of Science and Technology (Wuhan, China) in 2014.
News
- 10 December 2022: Journal, “Evolutionary Neural Architecture Search with Mean Field Game Selection Mechanism”, submitted to IEEE Open Journal of Communication Society.
- 18 October 2022: Patent with Toyota, “systems and methods for communication-efficient model aggregation in federated networks for connected vehicle applications”, submitted to United States Patent and Trademark Office.
- 22 April 2022: Journal, “Opinion Evolution in Social Networks: Connecting Mean Field Games to Generative Adversarial Nets’’ has been published by IEEE Transactions on Network Science & Engineering.
Research Area
- Federated Learning
- Reinforcement Learning
- Generative Adversarial Nets
- Mean Field Game
Dive deeper into my research?
I am alway passionate about applying Machine Learning and Game Theory to real-world applications. Hence several blogs are created to introduce my applied research.
- AI Privacy: Communication-efficient Federeated Learning for BEV Driving Range Estimation
- AutoML: Neural Architecture Search for Image Classification
- Generative AI: Generative Adversarial Nets for High-dimensional Games
- Autonomous Control: Trajectory Optimization for a Large Number of Autonomous Vechicles
Contact
Email: gaohaook at gmail.com
Phone: +1 832-730-9518
Address: Department of Electrical and Computer Engineering
University of Houston
4800 Calhoun Rd, Houston, TX 77004
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