Dian Shi

Researcher @ Tencent

Tencent AI platform (Tencent AI lab)

Beijing, China - 100094

shidian117@gmail.com

I am currently a researcher at the Tencent AI platform (Tencent AI lab), working on deep reinforcement learning in Game AI. I received my Ph.D. degree from the University of Houston, in 2022, under the guidance of Prof. Miao Pan. Besides, I received my B.S. degree from the University of Electronic Science and Technology of China, in 2017. My research interests include deep reinforcement learning, federated learning, and edge intelligence.

Research Interests

Machine Learning

-- Deep Reinforcement Learning for game applications

-- Deep Reinforcement Learning with Game Theory

-- Time/Energy efficient federated learning over mobile edge devices

Differential Privacy

-- Location Differential Privacy

WiFi signal detection

-- Channel State Information Based Object Detection

Education

Aug.2017 - May.2022: University of Houston (UH)

--Doctor of Philosophy - PhD. (GPA: 3.88/4)

--Electrical and Computer Engineering

Sep.2013 - Jun.2017: University of Electronic Science and Technology of China (UESTC)

--Bachelor of Science (GPA: 3.84/4)

--Electronic Information Engineering