| 2026 | AAAI | AURA: Development and Validation of an Augmented Unplanned Removal Alert System Using Synthetic ICU Videos. | Junhyuk Seo, Hyeyoon Moon, Kyu-Hwan Jung, Namkee Oh, Taerim Kim |
| 2025 | ICCV | SurGen-Net: A Generative Approach for Surgical VQA with Structured Text Generation. | Yongjun Jeon, Seonmin Park, Jongmin Shin, Kanggil Park, Bogeun Kim, Namkee Oh, Kyu-Hwan Jung |
| 2025 | MICCAI | CurConMix: A Curriculum Contrastive Learning Framework for Enhancing Surgical Action Triplet Recognition. | Yongjun Jeon, Jongmin Shin, Seonmin Park, Bogeun Kim, Kanggil Park, Namkee Oh, Kyu-Hwan Jung |
| 2023 | AAAI | Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection. | Jaeyoung Kim, Seo Taek Kong, Dongbin Na, Kyu-Hwan Jung |
| 2023 | BMVC | Improving Out-of-Distribution Detection Performance using Synthetic Outlier Exposure Generated by Visual Foundation Models. | Gitaek Kwon, Jaeyoung Kim, Hongjun Choi, Byung-Moo Yoon, Sungchul Choi, Kyu-Hwan Jung |
| 2022 | MICCAI | Volume is All You Need: Improving Multi-task Multiple Instance Learning for WMH Segmentation and Severity Estimation. | Wooseok Jung, Chong Hyun Suh, Woo-Hyun Shim, Jinyoung Kim, Dongsoo Lee, Changhyun Park, Seo Taek Kong, Kyu-Hwan Jung, Hwon Heo, Sang Joon Kim |
| 2022 | MICCAI | Abstraction in Pixel-wise Noisy Annotations Can Guide Attention to Improve Prostate Cancer Grade Assessment. | Hyeongsub Kim, Seo Taek Kong, Hongseok Lee, Kyungdoc Kim, Kyu-Hwan Jung |
| 2022 | MICCAI | Augmenting Magnetic Resonance Imaging with Tabular Features for Enhanced and Interpretable Medial Temporal Lobe Atrophy Prediction. | Dongsoo Lee, Chong Hyun Suh, Jinyoung Kim, Wooseok Jung, Changhyun Park, Kyu-Hwan Jung, Seo Taek Kong, Woo-Hyun Shim, Hwon Heo, Sang Joon Kim |
| 2020 | MICCAI | Manifold Ordinal-Mixup for Ordered Classes in TW3-Based Bone Age Assessment. | Byeonguk Bae, Jaewon Lee, Seo Taek Kong, Jinkyeong Sung, Kyu-Hwan Jung |
| 2019 | MICCAI | Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation. | Woong Bae, Seungho Lee, Yeha Lee, Beomhee Park, Minki Chung, Kyu-Hwan Jung |
| 2018 | MICCAI | Classification of Findings with Localized Lesions in Fundoscopic Images Using a Regionally Guided CNN. | Jaemin Son, Woong Bae, Sangkeun Kim, Sang Jun Park, Kyu-Hwan Jung |
| 2018 | MICCAI | An Efficient and Comprehensive Labeling Tool for Large-Scale Annotation of Fundus Images. | Jaemin Son, Sangkeun Kim, Sang Jun Park, Kyu-Hwan Jung |
| 2007 | IJCNN | Approximate Sampling Method for Locally Linear Embedding. | Hyun-Chul Kim, Kyu-Hwan Jung, Jaewook Lee |
| 2006 | ISNN | A Novel Learning Network for Option Pricing with Confidence Interval Information. | Kyu-Hwan Jung, Hyun-Chul Kim, Jaewook Lee |