BIO

Hello, I am a machine learning enthusiast who is interested in Decentralized, On-Device, and Low-Resource Learning, such as Federated Learning, Continual Learning, Semi-Supervised Learning and Meta-Learning. I'm a current MS/PhD Integrated student at Graduate School of AI in Korea Advanced Institute of Science and Technology (KAIST) advised by Prof. Sung Ju Hwang. I was a former Scientific Associate at Brookhaven National Laboratory (BNL), and received BS degrees in both Computer Science and Applied Mathematics & Statistics from State University of New York at Stony Brook.

Publications

  • Federated Semi-Supervised Learning with Inter-Clinet Consistency

    Wonyong Jeong, Jaehong Yoon, Eunho Yang, and Sung Ju Hwang

    Best Student Paper Award @ ICML2020 Workshop on Federated Learning

  • Federated Continual Learning with Weighted Inter-Clinet Transfer

    Jaehong Yoon*, Wonyong Jeong*, Giwoong Lee, Eunho Yang, and Sung Ju Hwang

    (*: equal contribution)

    ICML2020 Workshop on Lifelong Learning

  • Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance Computing Applications

    Cong Xie, Wonyong Jeong, Gyorgy Matyasfalvi, Hubertus Van Dam, Klaus Mueller, Shinjae Yoo, and Wei Xu

    ICCS2019

Work Experience

  • Brookhaven National Laboratory, Upton, NY

    Scientific Associate, Computational Sceience Initiative, 1 Year 2 Months (07.2018-08.2019)

  • Inswave Systems Co., Ltd., Seoul, S. Korea

    Software Engineer, R&D Dept., 2 Year 4 Months (2012-2014, 2015-2016)

    (Substitute mandatory military service authorized by the Military Manpower Administration of South Korea)

  • Korea Telecom Internet Security, Seoul, S. Korea

    Software Engineer, R&D Dept., 1 Year 8 Months (05.2011-12.2012)

    (Substitute mandatory military service authorized by the Military Manpower Administration of South Korea)

Recent News

  • Jun. 2020: Received Best Student Paper Award at FL-ICML'20
  • Jun. 2020: 2 papeprs have been accepted to ICML2020 Workshop on Federated Learning and Lifelong Learning
  • Mar. 2020: Started MS program @ KAIST
  • Sep. 2019: Joined in Machine Learning & Artificial Intelligence Group @ KAIST