Lee, Junghyun

13 publications

NeurIPS 2025 AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners Woosung Koh, Wonbeen Oh, Jaein Jang, MinHyung Lee, Hyeongjin Kim, Ah Yeon Kim, Joonkee Kim, Junghyun Lee, Taehyeon Kim, Se-Young Yun

ICLR 2025 FlickerFusion: Intra-Trajectory Domain Generalizing Multi-Agent Reinforcement Learning Woosung Koh, Wonbeen Oh, Siyeol Kim, Suhin Shin, Hyeongjin Kim, Jaein Jang, Junghyun Lee, Se-Young Yun

ICLRW 2025 Probability-Flow ODE in Infinite-Dimensional Function Spaces Kunwoo Na, Junghyun Lee, Se-Young Yun, Sungbin Lim

ICMLW 2024 A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits Junghyun Lee, Se-Young Yun, Kwang-Sung Jun

NeurIPSW 2024 FlickerFusion: Intra-Trajectory Domain Generalizing Multi-Agent RL Woosung Koh, Wonbeen Oh, Siyeol Kim, Suhin Shin, Hyeongjin Kim, Jaein Jang, Junghyun Lee, Se-Young Yun

ICMLW 2024 Gradient Descent with Polyak’s Momentum Finds Flatter Minima via Large Catapults Prin Phunyaphibarn, Junghyun Lee, Bohan Wang, Huishuai Zhang, Chulhee Yun

AISTATS 2024 Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion Junghyun Lee, Se-Young Yun, Kwang-Sung Jun

ICLR 2024 Querying Easily Flip-Flopped Samples for Deep Active Learning Seong Jin Cho, Gwangsu Kim, Junghyun Lee, Jinwoo Shin, Chang D. Yoo

NeurIPS 2023 Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint Junghyun Lee, Hanseul Cho, Se-Young Yun, Chulhee Yun

NeurIPSW 2023 Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study Prin Phunyaphibarn, Junghyun Lee, Bohan Wang, Huishuai Zhang, Chulhee Yun

AISTATS 2023 Nearly Optimal Latent State Decoding in Block MDPs Yassir Jedra, Junghyun Lee, Alexandre Proutiere, Se-Young Yun

AAAI 2022 Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold Junghyun Lee, Gwangsu Kim, Mahbod Olfat, Mark Hasegawa-Johnson, Chang D. Yoo

ICML 2022 Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions Eunsang Lee, Joon-Woo Lee, Junghyun Lee, Young-Sik Kim, Yongjune Kim, Jong-Seon No, Woosuk Choi