Junghyun Lee

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 31

Top Topics

Machine Learning

Polynomial Approximation

Convolutional Neural Networks

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Junghyun Lee, Taehyeon Kwon, Sungwon Jung
tree. J. Supercomput. 80 (12) (2024)
Seong Jin Cho, Gwangsu Kim, Junghyun Lee, Jinwoo Shin, Chang D. Yoo
Querying Easily Flip-flopped Samples for Deep Active Learning. CoRR (2024)
Junghyun Lee, Se-Young Yun, Kwang-Sung Jun
Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion. AISTATS (2024)
Seong Jin Cho, Gwangsu Kim, Junghyun Lee, Jinwoo Shin, Chang D. Yoo
Querying Easily Flip-flopped Samples for Deep Active Learning. ICLR (2024)
Junghyun Lee, Se-Young Yun, Kwang-Sung Jun
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits. CoRR (2024)
Junghyun Lee, Hanseul Cho, Se-Young Yun, Chulhee Yun
Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint. CoRR (2023)
Junghyun Lee, Taehyeon Kwon, Minjun Seo, Sungwon Jung
Hierarchical Quadrant Spatial LSM Tree for Indexing Blockchain-Based Geospatial Point Data. IEEE Access 11 (2023)
Junghyun Lee, Se-Young Yun, Kwang-Sung Jun
Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion. CoRR (2023)
Junghyun Lee, Laura Schmid, Se-Young Yun
Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks. OPODIS (2023)
Prin Phunyaphibarn, Junghyun Lee, Bohan Wang, Huishuai Zhang, Chulhee Yun
Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study. CoRR (2023)
Junghyun Lee, Eunsang Lee, Joon-Woo Lee, Yongjune Kim, Young-Sik Kim, Jong-Seon No
Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data. IEEE Access 11 (2023)
Junghyun Lee, Laura Schmid, Se-Young Yun
Communication-Efficient Collaborative Heterogeneous Bandits in Networks. CoRR (2023)
Junghyun Lee, Hanseul Cho, Se-Young Yun, Chulhee Yun
Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint. NeurIPS (2023)
Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun
Nearly Optimal Latent State Decoding in Block MDPs. AISTATS (2023)
Junghyun Lee, Eunsang Lee, Young-Sik Kim, Yongwoo Lee, Joon-Woo Lee, Yongjune Kim, Jong-Seon No
Optimizing Layerwise Polynomial Approximation for Efficient Private Inference on Fully Homomorphic Encryption: A Dynamic Programming Approach. CoRR (2023)
Eunsang Lee, Joon-Woo Lee, Junghyun Lee, Young-Sik Kim, Yongjune Kim, Jong-Seon No, Woosuk Choi
Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions. ICML (2022)
Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun
Nearly Optimal Latent State Decoding in Block MDPs. CoRR (2022)
Joon-Woo Lee, HyungChul Kang, Yongwoo Lee, Woosuk Choi, Jieun Eom, Maxim Deryabin, Eunsang Lee, Junghyun Lee, Donghoon Yoo, Young-Sik Kim, Jong-Seon No
Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network. IEEE Access 10 (2022)
Seongwon Na, Yu Sub Sung, Yousun Ko, Youngbin Shin, Junghyun Lee, Jiyeon Ha, Su Jung Ham, Kyoungro Yoon, Kyung Won Kim
Development and validation of an ensemble artificial intelligence model for comprehensive imaging quality check to classify body parts and contrast enhancement. BMC Medical Imaging 22 (1) (2022)
Junghyun Lee, Gwangsu Kim, Mahbod Olfat, Mark Hasegawa-Johnson, Chang D. Yoo
Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold. AAAI (2022)
Junghyun Lee, Chani Jung, Yoo Hwa Park, Dongmin Lee, Juyeon Yoon, Shin Yoo
Preliminary Evaluation of SWAY in Permutation Decision Space via a Novel Euclidean Embedding. SSBSE (2021)
Eunsang Lee, Joon-Woo Lee, Junghyun Lee, Young-Sik Kim, Yongjune Kim, Jong-Seon No, Woosuk Choi
Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Convolutions. IACR Cryptol. ePrint Arch. 2021 (2021)
Joon-Woo Lee, HyungChul Kang, Yongwoo Lee, Woosuk Choi, Jieun Eom, Maxim Deryabin, Eunsang Lee, Junghyun Lee, Donghoon Yoo, Young-Sik Kim, Jong-Seon No
Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network. IACR Cryptol. ePrint Arch. 2021 (2021)
Junghyun Lee, Minkyung Kim, Sangdon Park, Jun Kyun Choi, Yoonjin Hwang
Driver Identification for Different Road Shapes Using Vehicle IoT Sensing Data. ICCE (2021)
Junghyun Lee, Eunsang Lee, Joon-Woo Lee, Yongjune Kim, Young-Sik Kim, Jong-Seon No
Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data. CoRR (2021)
Junghyun Lee, Jawook Gu, Jong Chul Ye
Unsupervised CT Metal Artifact Learning Using Attention-Guided β-CycleGAN. IEEE Trans. Medical Imaging 40 (12) (2021)
Junghyun Lee, Gwangsu Kim, Matt Olfat, Mark Hasegawa-Johnson, Chang D. Yoo
Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold. CoRR (2021)
Joon-Woo Lee, HyungChul Kang, Yongwoo Lee, Woosuk Choi, Jieun Eom, Maxim Deryabin, Eunsang Lee, Junghyun Lee, Donghoon Yoo, Young-Sik Kim, Jong-Seon No
Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network. CoRR (2021)
Junghyun Lee, Jongin Choi, Sanghyun Seo
Emotion-Inspired Painterly Rendering. IEEE Access 8 (2020)
Junghyun Lee, Jawook Gu, Jong Chul Ye
Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN. CoRR (2020)
Junghyun Lee, Sanghyun Seo, Kyunghyun Yoon
A Study on Reflecting User's Emotions Using a Painterly Rendering System. EuroVis (Posters) (2019)
Junghyun Lee, Yungseon Eo
An efficient eye-diagram determination technique for multi-coupled interconnect lines. PATMOS (2013)
Seungwon Lee, Junghyun Lee, Ewoo Chon, Monson H. Hayes, Joonki Paik
Moving object segmentation using motion orientation histogram in adaptively partitioned blocks for consumer surveillance system. ICCE (2012)
Seungwon Lee, Junghyun Lee, Monson H. Hayes, Aggelos K. Katsaggelos, Joon Ki Paik
Single camera-based full depth map estimation using color shifting property of a multiple color-filter aperture. ICASSP (2012)
Intae Kim, Daesung Lee, Kuinam J. Kim, Junghyun Lee
Flexible authorization in home network environments. Clust. Comput. 15 (1) (2012)
Seungwon Lee, Junghyun Lee, Monson H. Hayes, Joon Ki Paik
Adaptive background generation for automatic detection of initial object region in multiple color-filter aperture camera-based surveillance system. IEEE Trans. Consumer Electron. 58 (1) (2012)
Junghyun Lee, Seungwon Lee, Inho Paek, Monson H. Hayes, Joonki Paik
Adaptive background generation for automatic detection of initial object region in multiple color-filter aperture camera-based surveillance system. ICCE (2012)
Intae Kim, Keewook Rim, Junghyun Lee
Secure OSGi Platform against Service Injection. FGIT-SecTech/DRBC (2010)
Jinsu Kim, Junghyun Lee, Keewook Rim
3DE: selective cluster head selection scheme for energy efficiency in wireless sensor networks. PETRA (2009)
Jinsu Kim, Junghyun Lee, Keewook Rim
3DE_var: Energy-Efficient Cluster-Based Routing Scheme in Wireless Sensor Networks. KES-AMSTA (2009)
Jinsu Kim, Seong-Yong Choi, Seungjin Han, Jun Hyeog Choi, Junghyun Lee, Keewook Rim
Secure and Energy Efficient Key Management Scheme Using Authentication in Cluster Based Routing Protocol. FGIT (2009)
Seungkeun Lee, Junghyun Lee
Dynamic Context Aware System for Ubiquitous Computing Environment. PRIMA (2006)
Seungkeun Lee, Junghyun Lee
Dynamic Service Composition Model for Ubiquitous Service Environments. PRIMA (2006)
Seungkeun Lee, Sehoon Lee, Kiwook Lim, Junghyun Lee
The Design of Webservices Framework Support Ontology Based Dynamic Service Composition. AIRS (2005)
Jungeun Lee, Hyunsu Chae, Hanseung Lee, Maxim Konakov, Junghyun Lee, Jeongwon Lee
An improved architecture of the mixed mode clock/data recovery for DVD read channel. CICC (2004)
Maxim Konakov, Jae-Wook Lee, Junghyun Lee, Eun-Jin Ryu, Eingseob Cho, Jungeun Lee, Hyunsu Chae, Jeongwon Lee
High speed mixed analog/digital PRML architecture for optical data storage system. SoCC (2004)
Yongjun Lee, Sehoon Lee, Junghyun Lee
Collaborative Filtering Recommendation System Application Based on Stereotype Model. MLMTA (2003)
Seok Jun Ko, Pan Soo Kim, Hyung-Jin Choi, Jae-Wook Lee, Junghyun Lee
A robust digital timing recovery with asymmetry compensator for high speed optical drive systems. IEEE Trans. Consumer Electron. 47 (4) (2001)