Home

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