Iām 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)
š„ News
- 2023.07: Ā āļøāļø Travel Grant for AutoML 2023 from AutoML Organizers
- 2023.04: Ā āļøāļø Google Travel Grant for ICLR 2023 from Google
- 2023.01: Ā šš One paper accepted to ICLR 2023 as Notable-top-25% - Spotlight Presentation
- 2022.05: Ā šš One paper accepted to AutoML 2022 Workshop
š 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
š Honors and Awards
- 2023.07: Ā āļøāļø Travel Grant for AutoML 2023 from AutoML Organizers
- 2023.04: Ā āļøāļø Google Travel Grant for ICLR 2023 from Google
š Academic Services
Reviewer
- ICLR 2024
- NeurIPS 2023
- AutoML 2023
šÆ Projects
- 2022 - 2023, AutoML with Large-scale Hyperparameter Meta-Learning, Google
š 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).
š§āš« 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).
š» Internships and Work Experiences
- 2022.04 - 2022.07, Research Intern, Machine Learning and Artificial Intelligence Lab, South Korea
- 2021.08 - 2022.03, Engineer, Samsung Electronics DS, South Korea
- 2020.07 - 2020.09, Research Intern, Neuromorphic Materials and Devices Lab, South Korea
- 2019.06 - 2019.08, Engineer Intern, SK Hynix, South Korea