About
Fei Dou is an Assistant Professor in the School of Computing at the University of Georgia, which operates under the Franklin College of Arts and Sciences. He joined UGA in August 2023 and serves as Graduate Program Faculty. His office is located in the Boyd Research and Education Center. He holds a Ph.D. and M.S. in Computer Science and Engineering from the University of Connecticut, both completed in 2023.
Dr. Dou's research spans several key areas of computer science with particular focus on:
- Machine learning systems: Federated learning, reinforcement learning, and self-supervised techniques
- Wireless sensing: Healthcare monitoring using WiFi signals and contactless sensing
- Networked systems: Underwater sensor networks and secure communication protocols
- Applied AI: Education technology, precision agriculture, and indoor positioning
His recent publications (2021-2025) demonstrate strong emphasis on federated learning adaptations for resource-constrained environments, healthcare applications using novel sensing methodologies, and security solutions for underwater networks. A consistent theme involves developing efficient machine learning techniques that operate in challenging real-world conditions while preserving privacy and security.
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