Iā€™m a M.S. student at Machine Learning and Artificial Intelligence (MLAI) lab in KAIST. Here is my CV

My research interest includes:

  • AutoML / Meta-learning
  • Generative Models
  • Large Language Models (LLMs)

šŸ”„ News

  • 2023.07: Ā āœˆļøāœˆļø Travel Grant for AutoML 2023 from AutoML Organizers
  • 2023.04: Ā āœˆļøāœˆļø Google Travel Grant for ICLR 2023 from Google
  • 2023.01: Ā šŸŽ‰šŸŽ‰ One paper accepted to ICLR 2023 as Notable-top-25% - Spotlight Presentation
  • 2022.05: Ā šŸŽ‰šŸŽ‰ One paper accepted to AutoML 2022 Workshop

šŸ“ Publications

  • DiffusionNAG: Task-guided Neural Architecture Generation with Diffusion Models
    [paper]
    Sohyun An*, Hayeon Lee*, Jaehyeong Jo, Seanie Lee, Sung Ju Hwang (*: equal contribution)
    Arxiv

  • Meta-Prediction Model for Distillation-aware NAS on Unseen Datasets
    [paper]
    Hayeon Lee*, Sohyun An*, Minseon Kim, Sung Ju Hwang (*: equal contribution)
    ICLR 2023, Spotlight Presentation (notable-top-25%)

  • Lightweight Neural Architecture Search with Parameter Remapping and Knowledge Distillation
    [paper]
    Hayeon Lee*, Sohyun An*, Minseon Kim, Sung Ju Hwang (*: equal contribution)
    AutoML 2022 Workshop

šŸŽ– Honors and Awards

  • 2023.07: Ā āœˆļøāœˆļø Travel Grant for AutoML 2023 from AutoML Organizers
  • 2023.04: Ā āœˆļøāœˆļø Google Travel Grant for ICLR 2023 from Google

šŸŒˆ Academic Services

Reviewer

  • ICLR 2024
  • NeurIPS 2023
  • AutoML 2023

šŸŽÆ Projects

  • 2022 - 2023, AutoML with Large-scale Hyperparameter Meta-Learning, Google

šŸ“– Educations

  • 2022.08 - Present, M.S. in Artificial Intelligence. Korea Advanced Institute of Science and Technology (KAIST).
  • 2017.03 - 2021.08, B.S. in Material Science and Engineering (Summa Cum Laude). Seoul National University (SNU).

šŸ§‘ā€šŸ« Teaching Assistant Experiences

  • 2023.09 - Present, SNS TA. Korea Advanced Institute of Science and Technology (KAIST).
  • 2023.03 - 2023.06, TA for AI618 Generative Model and Unsupervised Learning. Korea Advanced Institute of Science and Technology (KAIST).

šŸ’» Internships and Work Experiences