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Professor
Department of Computer Science and Engineering
Konkuk University, Seoul, Republic of Korea
Contact
Room 293-1, Eng. Bldg. C
120 Neungdong-ro, Gwangjin-gu
Seoul 05029, Korea
leehw@konkuk.ac.kr
+82-2-450-0471
Short Bio
I am a Professor at Konkuk University, Seoul, Korea. I received my BS, MS, and PhD degrees all in Electrical and Electronic Engineering at KAIST. I was a Postdoctoral Research Associate at MIT from 2007 to 2011, a Visiting Professor at LIDS, MIT from 2017 to 2018, and a Research Assistant Professor at KAIST during 2011 and 2012. More details can be found in my cv [pdf]
Research
I am generally interested in analyzing and optimizing networked systems, by applying tools from optimization, probability and queueing theory, and machine learning.
My recent research is focused on computation offloading, meta learning, and neural architecture search. Click here for more details.
Recent Publications (click here for full list)
Suhwan Kim, Sehun Jung and Hyang-Won Lee, "Distributed Computation of DNN via DRL with Spatio-Temporal State Embedding," To appear in IEEE Internet of Things Journal.
Sehun Jung and Hyang-Won Lee, "Optimization Framework for Splitting DNN Inference Jobs over Computing Networks," Computer Networks, Vol. 232, Aug. 2023
Ki-Hun Lee, Hyang-Won Lee, Howon Lee, Seong Ho Chae, Yongsin Kim, Bang Chul Jung, "minFAST: Minimum Span Frequency Assignment Technique for Integrated Access and Backhul Network," IEEE Transactions on Vehicular Technology, Vol. 72, Issue 6, June 2023
Seung-Yeop Han and Hyang-Won Lee, "Deep Reinforcement Learning based Edge Computing for Video Processing," ICT Express, 2023
Yeongjin Kim, Jeongho Kwak, Hyang-Won Lee and Song Chong, "Dynamic Computation and Network Chaining in Integrated SDN/NFV Cloud Architecture," IEEE Transactions on Cloud Computing, Vol. 11, No. 1, Mar. 2023