| 2025 | HPDC | HYPERF: End-to-End Autotuning Framework for High-Performance Computing. | Juseong Park, Yongwon Shin, Junghyun Lee, Junseo Lee, Juyeon Kim, Oh-Kyoung Kwon, Hyojin Sung |
| 2025 | ICLR | 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 |
| 2024 | AISTATS | Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion. | Junghyun Lee, Se-Young Yun, Kwang-Sung Jun |
| 2024 | ICLR | Querying Easily Flip-flopped Samples for Deep Active Learning. | Seong Jin Cho, Gwangsu Kim, Junghyun Lee, Jinwoo Shin, Chang D. Yoo |
| 2023 | AISTATS | Nearly Optimal Latent State Decoding in Block MDPs. | Yassir Jedra, Junghyun Lee, Alexandre Proutire, Se-Young Yun |
| 2023 | OPODIS | Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networks. | Junghyun Lee, Laura Schmid, Se-Young Yun |
| 2022 | AAAI | Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold. | Junghyun Lee, Gwangsu Kim, Mahbod Olfat, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2022 | ICML | 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 |
| 2021 | SSBSE | Preliminary Evaluation of SWAY in Permutation Decision Space via a Novel Euclidean Embedding. | Junghyun Lee, Chani Jung, Yoo Hwa Park, Dongmin Lee, Juyeon Yoon, Shin Yoo |
| 2012 | ICASSP | Single camera-based full depth map estimation using color shifting property of a multiple color-filter aperture. | Seungwon Lee, Junghyun Lee, Monson H. Hayes, Aggelos K. Katsaggelos, Joon Ki Paik |
| 2006 | PRIMA | Dynamic Context Aware System for Ubiquitous Computing Environment. | Seungkeun Lee, Junghyun Lee |
| 2006 | PRIMA | Dynamic Service Composition Model for Ubiquitous Service Environments. | Seungkeun Lee, Junghyun Lee |