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:
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Meta-learning
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Neural architecture search
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Multi-modal Retrieval
Preprints
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Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning
[paper]
Wonyong Jeong*, Hayeon Lee*, Gun Park*, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang
(* equal contribution)
arXiv, 2021
Publications
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Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets
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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%)
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Learning Spatial Relationships for Cross Modal Retrieval
Hayeon Lee*, Wonjun Yoon*, Jinseok Park, Sung Ju Hwang
(*equal contribution)
CKAIA 2020
Awards & Honors
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ICML Top Reviewer (2020)
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NAVER Ph.D. Fellowship Award (2020)
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ICLR Kyunghyun Cho Travel Grant (2020)
Reviewer Service
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ICML (2020, 2021)
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NeurIPS (2020)
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ACML (2020)
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AAAI (2021)
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ICLR (2021)
Work Experiences
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Research Intern, ETRI (Electronics and communications)
2015. Multimedia Processor Lab, Daejeon, Korea
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Developer Intern, Samsung Electronics
2015. IT&Mobile Department, Seoul, Korea