Contact Information
Ubiquitous Intelligence, On-device AI, Energy efficiency, Privacy
Email: hyoukjun.kwon [ at @ ] uci [ dot . ] edu
Office: 3436 Engineering Hall, Irvine, CA 92697-2625
Mailing Address: 2200 Engineering Hall, Irvine, CA 92697-2625
https://hyoukjunkwon.com/
Professor Hyoukjun Kwon’s Research
Kwon is an assistant professor in the EECS department at the University of California, Irvine (UCI). Before he joined UCI, he was a research scientist at Meta’s (formerly Facebook) Reality Labs. He works on deep learning accelerators with flexible dataflow and mappings based on data- and communication-centric approaches. Kwon earned his doctorate in computer science and while at Georgia Tech, he developed a flexible deep neural network accelerator called MAERI and an open-source infrastructure for modeling dataflows within deep learning accelerators called MAESTRO. His thesis was recognized with an honorable mention at the 2021 Outstanding Dissertation Award competition of the Association for Computing Machinery’s Special Interest Group on Computer Architecture/IEEE Computer Society’s Technical Committee on Computer Architecture. He is co-author of a book on computer architecture and has published 25 peer-reviewed articles.