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Hayeon Lee
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 19
Top Topics
Neural Architecture
Stepwise Regression
E Learning
Diffusion Models
Top Venues
CoRR
ICLR
NeurIPS
ACL (Findings)
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Publications
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Hayeon Lee
,
Rui Hou
,
Jongpil Kim
,
Davis Liang
,
Hongbo Zhang
,
Sung Ju Hwang
,
Alexander Min
Co-training and Co-distillation for Quality Improvement and Compression of Language Models.
CoRR
(2023)
Hayeon Lee
,
Rui Hou
,
Jongpil Kim
,
Davis Liang
,
Hongbo Zhang
,
Sung Ju Hwang
,
Alexander Min
Co-training and Co-distillation for Quality Improvement and Compression of Language Models.
EMNLP (Findings)
(2023)
Hayeon Lee
,
Sohyun An
,
Minseon Kim
,
Sung Ju Hwang
Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets.
ICLR
(2023)
Sohyun An
,
Hayeon Lee
,
Jaehyeong Jo
,
Seanie Lee
,
Sung Ju Hwang
DiffusionNAG: Task-guided Neural Architecture Generation with Diffusion Models.
CoRR
(2023)
Hayeon Lee
,
Sohyun An
,
Minseon Kim
,
Sung Ju Hwang
Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets.
CoRR
(2023)
Hayeon Lee
,
Rui Hou
,
Jongpil Kim
,
Davis Liang
,
Sung Ju Hwang
,
Alexander Min
A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models.
ACL (Findings)
(2023)
Hayeon Lee
,
Rui Hou
,
Jongpil Kim
,
Davis Liang
,
Sung Ju Hwang
,
Alexander Min
A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models.
CoRR
(2023)
Stephen Cha
,
Taehyeon Kim
,
Hayeon Lee
,
Se-Young Yun
SuperNet in Neural Architecture Search: A Taxonomic Survey.
CoRR
(2022)
Haebeom Lee
,
Hayeon Lee
,
Jaewoong Shin
,
Eunho Yang
,
Timothy M. Hospedales
,
Sung Ju Hwang
Online Hyperparameter Meta-Learning with Hypergradient Distillation.
ICLR
(2022)
Hayeon Lee
,
Sewoong Lee
,
Song Chong
,
Sung Ju Hwang
HELP: Hardware-Adaptive Efficient Latency Predictor for NAS via Meta-Learning.
CoRR
(2021)
Wonyong Jeong
,
Hayeon Lee
,
Geon Park
,
Eunyoung Hyung
,
Jinheon Baek
,
Sung Ju Hwang
Task-Adaptive Neural Network Search with Meta-Contrastive Learning.
NeurIPS
(2021)
Hayeon Lee
,
Sewoong Lee
,
Song Chong
,
Sung Ju Hwang
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning.
NeurIPS
(2021)
Hayeon Lee
,
Eunyoung Hyung
,
Sung Ju Hwang
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets.
CoRR
(2021)
Sunjae Lee
,
Hayeon Lee
,
Hoyoung Kim
,
Sangmin Lee
,
Jeong Woon Choi
,
Yuseung Lee
,
Seono Lee
,
Ahyeon Kim
,
Jean Young Song
,
Sangeun Oh
,
Steven Y. Ko
,
Insik Shin
FLUID-XP: flexible user interface distribution for cross-platform experience.
MobiCom
(2021)
Hayeon Lee
,
Eunyoung Hyung
,
Sung Ju Hwang
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets.
ICLR
(2021)
Haebeom Lee
,
Hayeon Lee
,
Jaewoong Shin
,
Eunho Yang
,
Timothy M. Hospedales
,
Sung Ju Hwang
Online Hyperparameter Meta-Learning with Hypergradient Distillation.
CoRR
(2021)
Wonyong Jeong
,
Hayeon Lee
,
Gun Park
,
Eunyoung Hyung
,
Jinheon Baek
,
Sung Ju Hwang
Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning.
CoRR
(2021)
Haebeom Lee
,
Hayeon Lee
,
Donghyun Na
,
Saehoon Kim
,
Minseop Park
,
Eunho Yang
,
Sung Ju Hwang
Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks.
ICLR
(2020)
Hayeon Lee
,
Donghyun Na
,
Haebeom Lee
,
Sung Ju Hwang
Learning to Generalize to Unseen Tasks with Bilevel Optimization.
CoRR
(2019)