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

• Graph generative models with a variational autoencoder

• Deep Hypernetworks 

• Reinforcement learning

Publications / Preprints

• 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 to Generalize to Unseen Tasks with Bilevel Optimization

[paper]
Hayeon Lee, Donghyun Na, Hae Beom Lee, Sung Ju Hwang, arXiv:1908.01457, Aug 2019

Reviewer

• ICML (2020)

• Neurips (2020)

• ACML (2020)