본문 바로가기 사이드메뉴 바로가기 대메뉴 바로가기

Computer Science

Faculty

Byungkon Kang img
Byungkon Kang
  • PositionAssistant Professor / Graduate Program Director
  • OfficeRoom B421
  • Phone032-626-1235
  • Emailbyungkon.kang@sunykorea.ac.kr
  • Websitehttps://sites.google.com/view/byungkon/home
  • Research AreasMachine learning, Data mining, Natural language processing

Byungkon Kang completed his Ph.D. in Computer Science at KAIST after receiving his B.Sc. from the University of Texas at Austin. Upon graduation, he became a full-time researcher at Samsung Advanced Institute of Technology, where he worked on medical image analysis and natural language understanding. After leaving Samsung, he held a research professor position at Ajou University before joining SUNY Korea.

 

TEACHING SUMMARY

CSE 353, CSE 512

Byungkon Kang's research focuses on developing and modeling algorithms for a variety of machine learning problems. In particular, his current domain of interest is learning representations (in the form of vector embedding) for various objects such as natural languages, images, and bio-medical data. Another branch of research is about deep generative models, where he studies and exploits neural network architectures that efficiently model joint probability distributions of data. In addition to these current topics, his past research interests include reinforcement learning and stochastic planning.