| 2025 | CVPR | EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality. | Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim |
| 2025 | ICCV | Representation Shift: Unifying Token Compression with Flashattention. | Joonmyung Choi, Sanghyeok Lee, Byungoh Ko, Eunseo Kim, Jihyung Kil, Hyunwoo J. Kim |
| 2024 | CVPR | vid-TLDR: Training Free Token merging for Light-Weight Video Transformer. | Joonmyung Choi, Sanghyeok Lee, Jaewon Chu, Minhyuk Choi, Hyunwoo J. Kim |
| 2024 | CVPR | Multi-Criteria Token Fusion with One-Step-Ahead Attention for Efficient Vision Transformers. | Sanghyeok Lee, Joonmyung Choi, Hyunwoo J. Kim |
| 2023 | CVPR | MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models. | Dohwan Ko, Joonmyung Choi, Hyeong Kyu Choi, Kyoung-Woon On, Byungseok Roh, Hyunwoo J. Kim |
| 2023 | MICCAI | Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification. | Injae Kim, Jongha Kim, Joonmyung Choi, Hyunwoo J. Kim |
| 2022 | CVPR | Video-Text Representation Learning via Differentiable Weak Temporal Alignment. | Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On, Eun-Sol Kim, Hyunwoo J. Kim |