• YEONJAE KIM

    MS Student at KAIST, School of Computing

    Research Group: Computer Architecture Lab

    Advisor: Jaehyuk Huh

     

    Contact Information

    • Email: yjkim at casys kaist ac kr
    • Office: KAIST E3-1 Room #4418
    • Address: School of Computing, KAIST 291 Daehak-ro, Yuseong-gu Daejeon 34141 Republic of Korea
  • Research Interest

    Computer Architecture

    Deep Learning

  • Education

    Korea Advanced Institute of Science and Technology (KAIST)

    M.S. (2020-Present)

    Computer Science

    • Advisor: Jaehyuk Huh

    Sungkyunkwan University (SKKU)

    B.S. (2016-2020)

    College of Software

  • Publications

    Design and Evaluation of a Universal Trojan Detection Method on Deep Neural Networks

    Develop the first multi-domain Trojan detection method, STRIP-ViTA, that is applicable to video, text and audio domains​

    • Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith C. Ranasinghe, Hyoungshick Kim
    • Paper: [link]

    End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

    Evaluate and compare FL and SplitNN in real-world IoT settings in terms of learning performance and device implementation overhead

    • Yansong Gao, Minki Kim, Sharif Abuadbba, Yeonjae Kim, Chandra Thapa , Kyuyeon Kim, Seyit A. Camtepe , Hyoungshick Kim, and Surya Nepal
    • Paper: [link]
  • Experience

    CSIRO Data61

    Intern [Sep 2019 - Dec 2019]

    • Develop the first multi-domain Trojan detection method, STRIP-ViTA, that is applicable to video, text and audio domains
    • Responsible for conducting all the experiments as the 2nd author
    • Paper: [link]
    • Mentor: Garrison Gao, Ph.D, CSIRO data61

    TA Valve

    Service Developer [Dec 2018 - Present]

    • Developed web application for sharing manufacturing status in real time
    • Currently providing the service based on AWS and made a maintenance contract.
  • Skill

    • Certified English Grade: TOEIC 935
    • Programming Language: C, C++, Python, VHDL
    • Software Frameworks: TensorFlow, Vivado, Linux, Google Colab
    • Documentation Tools: Markdown, LaTeX

    Awards & Scholarships

    • San Jose State University Silicon Valley Technology and Entrepreneurship Program Entrepreneurship Award for Outstanding Effort, Aug 2018
    • Dean's List Award, College of Software, [Spring 2017, Fall 2018, Spring 2018, Fall 2019]