| 2026 | ICPR | Representation Learning with Semantic-Aware Instance and Sparse Token Alignments. | Phuoc-Nguyen Bui, Toan Duc Nguyen, Junghyun Bum, Duc-Tai Le, Hyunseung Choo |
| 2026 | ICPR | Task-Aware Feature Modulation in Heterogeneous Multitask Learning for Fundus Landmark Extraction. | Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, Hyunseung Choo |
| 2026 | ICPR | Fundus to Cardiovascular Risk Factors with Anthropometric Guidance. | Hyeonmin Lee, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Chang-Hwan Son, Hyunseung Choo |
| 2025 | MICCAI | Self-Propagative Multi-Task Learning for Predicting Cardiometabolic Risk Factors. | Seonghyeon Ko, Huigyu Yang, Junghyun Bum, Duc-Tai Le, Hyunseung Choo |
| 2024 | ACCV | Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification. | Dahyun Mok, Junghyun Bum, Duc-Tai Le, Hyunseung Choo |
| 2021 | ICMLA | Super Resolution with Sparse Gradient-Guided Attention for Suppressing Structural Distortion. | Geonhak Song, Tien-Dung Nguyen, Junghyun Bum, Hwijong Yi, Chang-Hwan Son, Hyunseung Choo |
| 2016 | ICCSA | Media, Screen, Input, and Context Sharing System for D2D Services in Smart TV 2.0. | Taeho Kong, Junghyun Bum, Hyunseung Choo |