Intelligent Machines Lab.

About Me

I am a professor in the Department of Computer Science and Engineering, Hanyang University where I am the founding director of the Intelligent Machines Lab. My group focuses on researches in machine learning, mobile computing and wireless networking systems. I graduated with a Ph.D. in Computer Sciences from University of Wisconsin-Madison. During my graduate years, I worked in Wisconsin Wireless and NetworkinG Systems (WiNGS) Lab. with Prof. Suman Banerjee while  focusing on interesting problems in cellular network (LTE), wireless system and mobile networking. My research work has been supported by a Lawrence Landweber Fellowship (2013-2014). 

Education

• Ph.D. Computer Science, University of Wisconsin-Madison, 2014

• M.S. Computer Science, University of Wisconsin-Madison, 2012

• B.S Computer Science, Korea University, 2007

Research Interests

• Real-time Adaptive Video Streaming

• Dense Video Captioning

• Device-free User Recognition, VR System

• Wireless Networking, Mobile Communications, Cellular (5G) Networks

• Embedded Systems and Mobile Computing

  • Efficient Multimedia Transmission in Wireless Networks, Video Transcoding

  • Internet of Things (IoT): Providing Seamless Connectivity to the Aerial Vehicles

  • Building Systems, Systems, and Systems

Experience

• • Research Assistant, WiNGS Lab. UW-Madison (2008-2014)

  • Research Assistant, NEC Labs, Princeton, NJ (2010-2012)

  • Internship, Samsung Networks, Seoul (2008 Summer) 

Project/Data/App

• • Real time adaptive video streaming utilizing reinforcement learning