Dr. Li joined the University of Maryland, College Park as a tenure-track Assistant Professor in Aug. 2023. During the deferral time before joining, he was a research associate at Qualcomm AI Research.
Dr. Li received his Ph.D. in 2022 from the Department of Electrical and Computer Engineering (ECE) at Duke University. Li has also earned a Ph.D. in Computer Science from the University of Arkansas. He has an MS in Management of Innovation and Venture Capital from Peking University, and a BS in Computer Science from Henan University in China.
His research interests lie in the intersection of machine learning and edge computing, with a focus on building large-scale networked and trustworthy intelligent systems to solve practical problems in a collaborative, scalable, secure, and ubiquitous manner. Dr. Li has been recognized with a variety of awards, including the IEEE TCCPS Outstanding Ph.D. Dissertation Award, ACM KDD Best Student Paper Award in 2020, and the 2022-2023 Duke ECE Department Outstanding Dissertation Award.
My research interests lie in the intersection of machine learning and edge computing, with a focus on building large-scale networked and trustworthy intelligent systems to solve practical problems in a collaborative, scalable, secure, and ubiquitous manner.
Federated Learning
Distributed Machine Learning
Machine Learning System
Edge Computing
AI for IoT
Trustworthy Machine Learning
A list of publications can be found on Google Scholar.
University of Maryland Has Strong Presence at ICRA 2024 Researchers detail advancements in navigation, trajectory planning.
Students with Entrepreneurial Curiosity: Launch Your Business Idea at Maryland The Spring/Summer 2024 issue of Engineering at Maryland magazine celebrates a UMD campus ecosystem that's ripe for entrepreneurial excellence.
ECE Names 2023-2024 Distinguished Dissertation Fellows Fellowship recognizes excellence in research
Celebrating Asian, Pacific Islander, and Desi American Engineers The impact made by APIDA engineers—at the Clark School, and on our country and world—improves our community and field in numerous and significant ways.
Cunxi Yu Receives NSF Medium Award Will Study Chip Synthesis
Agents of Positive Change: Highlighting Women Maryland Engineers In celebration of Women's History Month, we highlight some of the important contributions of women engineers within our campus community.
Edo Waks Recipient of 2024 MURI Award Will Study Quantum Solid-State Defects
Resensys, Founded by ECE Alum Mehdi Kalantari (ECE Ph.D. '05), Monitors Bridges Worldwide Company rapidly expanding from origins with Maryland Technology Enterprise Institute (MTECH) Ventures Incubator
ECE Ph.D. Student Shanchuan Liang Recognized for Research in Sustainable Energy Liang is recipient of 2024 Hulka Energy Research Fellowship
K.J. Ray Liu Elected to National Academy of Engineering Long-time ECE Faculty Member Recognized for Contributions to Signal Processing