Hi, I am a Ph.D candidate in Graduate School of AI at Seoul National University, and being advised by Prof. Gunhee Kim.

My research interest is Time-series Forecasting using AI, and related topics such as imbalanced classification/regression, uncertainty estimation, anomaly detection, etc.

Education

school Seoul National University (SNU), Seoul, Korea ^{2020.09 - current}

• Ph.D. student in Graduate School of AI
• Advisor: Prof. Gunhee Kim

school Seoul National University (SNU), Seoul, Korea ^{2016.03 - 2018.02}

• M.S. in Electrical and Computer Engineering
• Advisor: Prof. Saewoong Bahk

school KAIST, Dajeon, Korea ^{2009.02 - 2016.02}

• B.S. major in Electrical Engineering, minor in Business and Technology Management

Publications

• Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration
  Jaekyeom Kim, Minjung Kim, Dongyeon Woo and Gunhee Kim
  ICLR 2021
  [paper] [code]

Awards & Honorships

• Graduate Student Scholarship, Gwanjeong Educational Foundation (2021 - current)