Junghyun Lee - RankMe

64 papers A* 6A 3B 4C 3Misc 2Journal 33Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Jointly Efficient and Optimal Algorithm for Heteroskedastic Generalized Linear Bandits with Adversarial Corruptions. CoRR Sanghwa Kim, Junghyun Lee, Se-Young Yun
2026	J	`jnl`	Regularized Online RLHF with Generalized Bilinear Preferences. CoRR Junghyun Lee, Minju Hong, Kwang-Sung Jun, Chulhee Yun, Se-Young Yun
2025	J	`jnl`	AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners. CoRR Woosung Koh, Wonbeen Oh, Jaein Jang, Minhyung Lee, Hyeongjin Kim, Ah Yeon Kim, Joonkee Kim, Junghyun Lee, Taehyeon Kim, Se-Young Yun
2025	A*	`conf`	FlickerFusion: Intra-trajectory Domain Generalizing Multi-agent Reinforcement Learning. ICLR Woosung Koh, Wonbeen Oh, Siyeol Kim, Suhin Shin, Hyeongjin Kim, Jaein Jang, Junghyun Lee, Se-Young Yun
2025	J	`jnl`	GL-LowPopArt: A Nearly Instance-Wise Minimax-Optimal Estimator for Generalized Low-Rank Trace Regression. CoRR Junghyun Lee, Kyoungseok Jang, Kwang-Sung Jun, Milan Vojnovic, Se-Young Yun
2025	A	`conf`	HYPERF: End-to-End Autotuning Framework for High-Performance Computing. HPDC Juseong Park, Yongwon Shin, Junghyun Lee, Junseo Lee, Juyeon Kim, Oh-Kyoung Kwon, Hyojin Sung
2025	J	`jnl`	Learning to Reason in LLMs by Expectation Maximization. CoRR Junghyun Lee, Branislav Kveton, Sunav Choudhary, Subhojyoti Mukherjee, Anup B. Rao, Ryan A. Rossi, Alexa Siu
2025	J	`jnl`	Near-Optimal Clustering in Mixture of Markov Chains. CoRR Junghyun Lee, Yassir Jedra, Alexandre Proutière, Se-Young Yun
2025	J	`jnl`	Probability-Flow ODE in Infinite-Dimensional Function Spaces. CoRR Kunwoo Na, Junghyun Lee, Se-Young Yun, Sungbin Lim
2025	J	`jnl`	When to Ensemble: Identifying Token-Level Points for Stable and Fast LLM Ensembling. CoRR Heecheol Yun, Kwangmin Ki, Junghyun Lee, Eunho Yang
2024	A*	`conf`	A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits. NeurIPS Junghyun Lee, Se-Young Yun, Kwang-Sung Jun
2024	J	`jnl`	A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits. CoRR Junghyun Lee, Se-Young Yun, Kwang-Sung Jun
2024	J	`jnl`	An effective spatial join method for blockchain-based geospatial data using hierarchical quadrant spatial LSM J. Supercomput. Junghyun Lee, Taehyeon Kwon, Sungwon Jung
2024	J	`jnl`	FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL. CoRR Woosung Koh, Wonbeen Oh, Siyeol Kim, Suhin Shin, Hyeongjin Kim, Jaein Jang, Junghyun Lee, Se-Young Yun
2024	A	`conf`	Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion. AISTATS Junghyun Lee, Se-Young Yun, Kwang-Sung Jun
2024	—	`conf`	Incoming Container Schedule-Aware Container Rearrangement Planning based on Reinforcement Learning in Container Terminal. IEEM Junghyun Lee, Jun Kyun Choi, Gökhan Koç, Gozde Sayin, Hyeonseok Seo
2024	A*	`conf`	Querying Easily Flip-flopped Samples for Deep Active Learning. ICLR Seong Jin Cho, Gwangsu Kim, Junghyun Lee, Jinwoo Shin, Chang D. Yoo
2024	J	`jnl`	Querying Easily Flip-flopped Samples for Deep Active Learning. CoRR Seong Jin Cho, Gwangsu Kim, Junghyun Lee, Jinwoo Shin, Chang D. Yoo
2023	J	`jnl`	Communication-Efficient Collaborative Heterogeneous Bandits in Networks. CoRR Junghyun Lee, Laura Schmid, Se-Young Yun
2023	A*	`conf`	Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint. NeurIPS Junghyun Lee, Hanseul Cho, Se-Young Yun, Chulhee Yun
2023	J	`jnl`	Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint. CoRR Junghyun Lee, Hanseul Cho, Se-Young Yun, Chulhee Yun
2023	B	`conf`	Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks. OPODIS Junghyun Lee, Laura Schmid, Se-Young Yun
2023	J	`jnl`	Hierarchical Quadrant Spatial LSM Tree for Indexing Blockchain-Based Geospatial Point Data. IEEE Access Junghyun Lee, Taehyeon Kwon, Minjun Seo, Sungwon Jung
2023	J	`jnl`	Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion. CoRR Junghyun Lee, Se-Young Yun, Kwang-Sung Jun
2023	J	`jnl`	Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study. CoRR Prin Phunyaphibarn, Junghyun Lee, Bohan Wang, Huishuai Zhang, Chulhee Yun
2023	A	`conf`	Nearly Optimal Latent State Decoding in Block MDPs. AISTATS Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun
2023	J	`jnl`	Optimizing Layerwise Polynomial Approximation for Efficient Private Inference on Fully Homomorphic Encryption: A Dynamic Programming Approach. CoRR Junghyun Lee, Eunsang Lee, Young-Sik Kim, Yongwoo Lee, Joon-Woo Lee, Yongjune Kim, Jong-Seon No
2023	J	`jnl`	Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data. IEEE Access Junghyun Lee, Eunsang Lee, Joon-Woo Lee, Yongjune Kim, Young-Sik Kim, Jong-Seon No
2022	J	`jnl`	Development and validation of an ensemble artificial intelligence model for comprehensive imaging quality check to classify body parts and contrast enhancement. BMC Medical Imaging Seongwon Na, Yu Sub Sung, Yousun Ko, Youngbin Shin, Junghyun Lee, Jiyeon Ha, Su Jung Ham, Kyoungro Yoon, Kyung Won Kim
2022	A*	`conf`	Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold. AAAI Junghyun Lee, Gwangsu Kim, Mahbod Olfat, Mark Hasegawa-Johnson, Chang D. Yoo
2022	A*	`conf`	Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions. ICML Eunsang Lee, Joon-Woo Lee, Junghyun Lee, Young-Sik Kim, Yongjune Kim, Jong-Seon No, Woosuk Choi
2022	J	`jnl`	Nearly Optimal Latent State Decoding in Block MDPs. CoRR Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun
2022	J	`jnl`	Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network. IEEE Access 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
2021	C	`conf`	Driver Identification for Different Road Shapes Using Vehicle IoT Sensing Data. ICCE Junghyun Lee, Minkyung Kim, Sangdon Park, Jun Kyun Choi, Yoonjin Hwang
2021	J	`jnl`	Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold. CoRR Junghyun Lee, Gwangsu Kim, Matt Olfat, Mark Hasegawa-Johnson, Chang D. Yoo
2021	J	`jnl`	Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Convolutions. IACR Cryptol. ePrint Arch. Eunsang Lee, Joon-Woo Lee, Junghyun Lee, Young-Sik Kim, Yongjune Kim, Jong-Seon No, Woosuk Choi
2021	J	`jnl`	Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data. CoRR Junghyun Lee, Eunsang Lee, Joon-Woo Lee, Yongjune Kim, Young-Sik Kim, Jong-Seon No
2021	B	`conf`	Preliminary Evaluation of SWAY in Permutation Decision Space via a Novel Euclidean Embedding. SSBSE Junghyun Lee, Chani Jung, Yoo Hwa Park, Dongmin Lee, Juyeon Yoon, Shin Yoo
2021	J	`jnl`	Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network. CoRR 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
2021	J	`jnl`	Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network. IACR Cryptol. ePrint Arch. 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
2021	J	`jnl`	Unsupervised CT Metal Artifact Learning Using Attention-Guided β-CycleGAN. IEEE Trans. Medical Imaging Junghyun Lee, Jawook Gu, Jong Chul Ye
2020	J	`jnl`	Emotion-Inspired Painterly Rendering. IEEE Access Junghyun Lee, Jongin Choi, Sanghyun Seo
2020	J	`jnl`	Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN. CoRR Junghyun Lee, Jawook Gu, Jong Chul Ye
2019	—	`conf`	A Study on Reflecting User's Emotions Using a Painterly Rendering System. EuroVis (Posters) Junghyun Lee, Sanghyun Seo, Kyunghyun Yoon
2013	—	`conf`	An efficient eye-diagram determination technique for multi-coupled interconnect lines. PATMOS Junghyun Lee, Yungseon Eo
2012	C	`conf`	Adaptive background generation for automatic detection of initial object region in multiple color-filter aperture camera-based surveillance system. ICCE Junghyun Lee, Seungwon Lee, Inho Paek, Monson H. Hayes, Joonki Paik
2012	J	`jnl`	Adaptive background generation for automatic detection of initial object region in multiple color-filter aperture camera-based surveillance system. IEEE Trans. Consumer Electron. Seungwon Lee, Junghyun Lee, Monson H. Hayes, Joon Ki Paik
2012	J	`jnl`	Flexible authorization in home network environments. Clust. Comput. Intae Kim, Daesung Lee, Kuinam J. Kim, Junghyun Lee
2012	C	`conf`	Moving object segmentation using motion orientation histogram in adaptively partitioned blocks for consumer surveillance system. ICCE Seungwon Lee, Junghyun Lee, Ewoo Chon, Monson H. Hayes, Joonki Paik
2012	Misc	`conf`	Single camera-based full depth map estimation using color shifting property of a multiple color-filter aperture. ICASSP Seungwon Lee, Junghyun Lee, Monson H. Hayes, Aggelos K. Katsaggelos, Joon Ki Paik
2010	—	`conf`	Secure OSGi Platform against Service Injection. FGIT-SecTech/DRBC Intae Kim, Keewook Rim, Junghyun Lee
2009	—	`conf`	3DE: selective cluster head selection scheme for energy efficiency in wireless sensor networks. PETRA Jinsu Kim, Junghyun Lee, Keewook Rim
2009	—	`conf`	3DE_var: Energy-Efficient Cluster-Based Routing Scheme in Wireless Sensor Networks. KES-AMSTA Jinsu Kim, Junghyun Lee, Keewook Rim
2009	—	`conf`	Secure and Energy Efficient Key Management Scheme Using Authentication in Cluster Based Routing Protocol. FGIT Jinsu Kim, Seong-Yong Choi, Seungjin Han, Jun Hyeog Choi, Junghyun Lee, Keewook Rim
2006	B	`conf`	Dynamic Context Aware System for Ubiquitous Computing Environment. PRIMA Seungkeun Lee, Junghyun Lee
2006	B	`conf`	Dynamic Service Composition Model for Ubiquitous Service Environments. PRIMA Seungkeun Lee, Junghyun Lee
2005	—	`conf`	The Design of Webservices Framework Support Ontology Based Dynamic Service Composition. AIRS Seungkeun Lee, SeHoon Lee, Kiwook Lim, Junghyun Lee
2004	—	`conf`	An improved architecture of the mixed mode clock/data recovery for DVD read channel. CICC Jungeun Lee, Hyunsu Chae, Hanseung Lee, Maxim Konakov, Junghyun Lee, Jeongwon Lee
2004	—	`conf`	High speed mixed analog/digital PRML architecture for optical data storage system. SoCC Maxim Konakov, Jae-Wook Lee, Junghyun Lee, Eun-Jin Ryu, Eingseob Cho, Jungeun Lee, Hyunsu Chae, Jeongwon Lee
2003	—	`conf`	Collaborative Filtering Recommendation System Application Based on Stereotype Model. MLMTA Yongjun Lee, SeHoon Lee, Junghyun Lee
2002	Misc	`conf`	Application Framework Based on Shared Object on the Peer-to-Peer Network. PDPTA YangJae Park, Junghyun Lee
2002	—	`conf`	Design of Shared Object Model on the Peer-to-Peer Network. IMSA YangJae Park, Junghyun Lee
2001	J	`jnl`	A robust digital timing recovery with asymmetry compensator for high speed optical drive systems. IEEE Trans. Consumer Electron. Seok Jun Ko, Pan Soo Kim, Hyung-Jin Choi, Jae-Wook Lee, Junghyun Lee
2001	—	`conf`	Discovery of User Preference through Genetic Algorithm and Bayesian Categorization for Recommendation. ER (Workshops) SuJeong Ko, Junghyun Lee