About Me

I’m a Ph.D student at Machine Learning and Artificial Intelligence (MLAI) lab 
in KAIST, under the supervision of Prof. Sung Ju Hwang.

I finished my B.S. degree at  SKKU in 2016, and M.S. degree at KAIST in 2018.

My research interest includes:

• Meta-learning

• Neural architecture search

• Multi-modal Retrieval

Publications                                                             

• Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets

[paper]
Hayeon Lee*, Eunyoung Hyung*, Sung Ju Hwang (* equal contribution)

ICLR 2021

• Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks

[paper] [code]
Hae Beom Lee*, Hayeon Lee*, Donghyun Na*, Saehoon Kim, Minseop Park, Eunho Yang, Sung Ju Hwang (*equal contribution)
ICLR 2020, Oral Presentation (48/2594=1.9%)

• Learning Spatial Relationships for Cross Modal Retrieval

Hayeon Lee*, Wonjun Yoon*, Jinseok Park, Sung Ju Hwang (*equal contribution)

Conference of Korean Artificial Intelligence Association (CKAIA), 2020.

Awards & Honors

• ICML Top Reviewer (2020)

• NAVER Ph.D. Fellowship Award (2020)

Reviewer Service

• ICML (2020, 2021)

• NeurIPS (2020)

• ACML (2020)

• AAAI (2021)

• ICLR (2021)

Work Experiences