| 2025 | CVPR | Subnet-Aware Dynamic Supernet Training for Neural Architecture Search. | Jeimin Jeon, Youngmin Oh, Junghyup Lee, Donghyeon Baek, Dohyung Kim, Chanho Eom, Bumsub Ham |
| 2025 | ICCV | Scheduling Weight Transitions for Quantization-Aware Training. | Junghyup Lee, Jeimin Jeon, Dohyung Kim, Bumsub Ham |
| 2024 | CVPR | AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search. | Junghyup Lee, Bumsub Ham |
| 2024 | ECCV | Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients. | Dohyung Kim, Junghyup Lee, Jeimin Jeon, Jaehyeon Moon, Bumsub Ham |
| 2023 | ICCV | RankMixup: Ranking-Based Mixup Training for Network Calibration. | Jongyoun Noh, Hyekang Park, Junghyup Lee, Bumsub Ham |
| 2022 | ECCV | OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search. | Sanghoon Lee, Youngmin Oh, Donghyeon Baek, Junghyup Lee, Bumsub Ham |
| 2021 | CVPR | Network Quantization With Element-Wise Gradient Scaling. | Junghyup Lee, Dohyung Kim, Bumsub Ham |
| 2021 | ICCV | Video-based Person Re-identification with Spatial and Temporal Memory Networks. | Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham |
| 2021 | ICCV | Distance-aware Quantization. | Dohyung Kim, Junghyup Lee, Bumsub Ham |
| 2021 | ICCV | Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences. | Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham |
| 2021 | ISCAS | Adaptive Input-to-Neuron Interlink Development in Training of Spike-Based Liquid State Machines. | Sangwoo Hwang, Junghyup Lee, Jaeha Kung |
| 2020 | ECCV | Learning with Privileged Information for Efficient Image Super-Resolution. | Wonkyung Lee, Junghyup Lee, Dohyung Kim, Bumsub Ham |
| 2019 | CVPR | SFNet: Learning Object-Aware Semantic Correspondence. | Junghyup Lee, Dohyung Kim, Jean Ponce, Bumsub Ham |
| 2018 | ASPDAC | An ultra-low-noise differential relaxation oscillator based on a swing-boosting scheme. | Junghyup Lee, Arup K. George, Minkyu Je |