Publications

Suyoung Lee, Myungsub Choi (2026). Beyond the Verdict: Evidence-Aligned Evaluation of Visual Prompt-Injection Guardrails. ECCV 2026 2nd Workshop on Benchmarking Evidence-Aligned Multimodal Reasoning (BEAM 2) (Oral).

SangJin Park, Myungsub Choi, Jineok Kim, Minseung Kang (2026). Risk Is Not Review Value: Wrong-Answer Exposure Under Bounded Review Budgets. KDD 2026 Workshop on Secure and Trustworthy Large Language Models (SeT-LLM) (Oral).

SangJin Park, Myungsub Choi, Jineok Kim, Minseung Kang (2026). Cross-Agent Campaign Attribution: Linking Asynchronous Attacks Across LLM Agents. ICML 2026 Second Workshop on Agents in the Wild: Safety, Security, and Beyond (AIWILD).

Sangwon Lee, Myungsub Choi, Nagyeong Lee, Hyong-Euk Lee (2025). Stable Autofocus with Focal Consistency Loss. WACV 2025 (Oral).

Sungyong Baik, Myungsub Choi, Janghoon Choi, Heewon Kim, Kyoung Mu Lee (2023). Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning. IEEE TPAMI.

Myungsub Choi, Hana Lee, Hyong-Euk Lee (2023). Exploring Positional Characteristics of Dual-Pixel Data for Camera Autofocus. ICCV 2023.

Janghoon Choi, Sungyong Baik, Myungsub Choi, Junseok Kwon, Kyoung Mu Lee (2022). Visual Tracking by Adaptive Continual Meta-Learning. IEEE Access.

Myungsub Choi (2022). Referring Object Manipulation of Natural Images with Conditional Classifier-Free Guidance. ECCV 2022.

Myungsub Choi, Janghoon Choi, Sungyong Baik, Tae Hyun Kim, Kyoung Mu Lee (2021). Test-Time Adaptation for Video Frame Interpolation via Meta-Learning. IEEE TPAMI.

Heewon Kim, Sungyong Baik, Myungsub Choi, Janghoon Choi, Kyoung Mu Lee (2021). Searching for Controllable Image Restoration Networks. ICCV 2021.

Myungsub Choi, Suyoung Lee, Heewon Kim, Kyoung Mu Lee (2021). Motion-Aware Dynamic Architecture for Efficient Frame Interpolation. ICCV 2021.

Suyoung Lee, Myungsub Choi, Kyoung Mu Lee (2021). DynaVSR: Dynamic Adaptive Blind Video Super-Resolution. WACV 2021.

Myungsub Choi, Janghoon Choi, Sungyong Baik, Tae Hyun Kim, Kyoung Mu Lee (2020). Scene-Adaptive Video Frame Interpolation via Meta-Learning. CVPR 2020.

Sungyong Baik, Myungsub Choi, Janghoon Choi, Heewon Kim, Kyoung Mu Lee (2020). Meta-Learning with Adaptive Hyperparameters. NeurIPS 2020.

Myungsub Choi, Heewon Kim, Bohyung Han, Ning Xu, Kyoung Mu Lee (2020). Channel Attention Is All You Need for Video Frame Interpolation. AAAI 2020.

Seungjun Nah, Sanghyun Son, Radu Timofte, Kyoung Mu Lee, Li Siyao, Ze Pan, Xiangyu Xu, Wenxiu Sun, Myungsub Choi, Heewon Kim, Others (2019). AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results. ICCV 2019 Workshop on Advances in Image Manipulation (AIM).

Heewon Kim, Myungsub Choi, Bee Lim, Kyoung Mu Lee (2018). Task-Aware Image Downscaling. ECCV 2018.