About me

Hi! I’m currently a research intern at Vision & Learning Lab, under the supervision of Prof. Gunhee Kim.

My research interest primarily lies in addressing the challenges of contemporary deep neural networks with large-scale knowledge transfer. This includes:

  • continual learning
  • transfer learning (meta-learning, multi-modal pre-training, LM pre-training)
  • offline RL

I’m heading to NeurIPS 2023 this December! I’ll deliver a poster presentation for my 2nd-author paper.

Here’s my CV.


  • B.S. in Statistics and Artificial Intelligence, Seoul National University
    Mar. 2017 - Aug. 2023 (Leave of absence for military service: Mar. 2019 - Feb. 2021)
    Graduated with Summa Cum Laude (GPA: 3.95 / 4.3)

Publications & Preprints

  • When Meta-Learning Meets Online and Continual Learning: A Survey
    Jaehyeon Son*, Soochan Lee*, Gunhee Kim (*: equal contribution)

  • Sequential Bayesian Continual Learning with Meta-Learned Neural Networks
    Soochan Lee, Hyeonseong Jeon, Jaehyeon Son, Gunhee Kim

  • Recasting Continual Learning as Sequence Modeling
    Soochan Lee, Jaehyeon Son, Gunhee Kim
    NeurIPS 2023
    [paper] [code]

Work Experience

  • Knowledge AI Lab, NCSOFT
    Jul 2021 - Aug 2021
    Research Intern

Honors & Awards

  • Songam Scholarship
    Mar. 2017 - Feb. 2023

  • Honor of Summa Cum Laude
    Aug. 2023