About myself

I am an M.S. student in the EE Dept. at Korea Advanced Institute of Science and Technology (KAIST). I am advised by Prof. Changho Suh and a member of Information System Laboratory. My major interest currently lay in utilizing computer simulation and deep learning to tackle real-world problems.

I received Bachelor of Science from Korea Advanced Institute of Science and Technology (KAIST) in february 2017 and double majored Computer Science and Electrical Engineering.

[Curriculum Vitae]


Publications (*=equal contribution)

International Conference & Workshop Proceedings

  1. Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings
    ICLR, BC, Canada, April, 2018
    Kangwook Lee*, Hoon Kim*, and Changho Suh

  2. SGD on Random Mixtures: Private Machine Learning under Data Breach Threats
    ICLR Workshop, BC, Canada, April, 2018
    Kangwook Lee, Kyoungmin Lee*, Hoon Kim*, Changho Suh, and Kannan Ramchandran

  3. SGD on Random Mixtures: Private Machine Learning under Data Breach Threats
    SysML, Stanford, CA, February, 2018
    Kangwook Lee, Kyoungmin Lee*, Hoon Kim*, Changho Suh, and Kannan Ramchandran

  4. Crash to not crash: Playing video games to predict vehicle collisions
    ICML Workshop on Machine Learning for Autonomous Vehicles, Sydney, Australia, August, 2017
    Kangwook Lee*, Hoon Kim*, and Changho Suh


Invited Talks

  • Domain Adaptation from Simulation to Real World
    (August 2018) Invited talk @ Samsung Advanced Institute of Technology (SAIT)

  • Simulated+Unsupervised Learning with Adaptive Data Generation and Birectional Mappings
    (June 2018) Invited talk @ Institute of Electronics Engineers of Korea (IEEK), Summer Conference


Educations

  • Master of Science Candidate (MS), 2017.03 - present
    Korea Advanced Institute of Science and Technology (KAIST)
    Major : Electrical Engineering

  • Bachelor of Science (BS), 2012.03 - 2017.02
    Korea Advanced Institute of Science and Technology (KAIST)
    Major : Electrical Engineering, Computer Science (Double Major)

  • Sangsan Highschool, 2009.03 - 2012.02


Work Experience

  • Software Engineer Intern: Naver D2 Startup Factory, 2015.07 - 2015.08
      Embedded System Development

  • Software Engineer Intern: Smilegate, 2015.07
    Server Development


Awards

  • 2nd place, KAIST E5 Start-up Challenge ($10,000), 2015
    Skatey, the Most Skateboard-like Electric Skateboard (Video)