Point Cloud Augmentation with Weighted Local Transformations. - Sihyeon Kim; Sanghyeok Lee; Dasol Hwang; Jaewon Lee; Seong Jae Hwang; Hyunwoo J. Kim (ICCV, 2021)

SageMix: Saliency-Guided Mixup for Point Clouds. - Sanghyeok Lee; Minkyu Jeon; Injae Kim; Yunyang Xiong; Hyunwoo J. Kim (NeurIPS, 2022)

Self-Positioning Point-Based Transformer for Point Cloud Understanding. - Jinyoung Park; Sanghyeok Lee; Sihyeon Kim; Yunyang Xiong; Hyunwoo J. Kim (CVPR, 2023)

Read-only Prompt Optimization for Vision-Language Few-shot Learning. - Dongjun Lee; Seokwon Song; Jihee Suh; Joonmyeong Choi; Sanghyeok Lee; Hyunwoo J. Kim (ICCV, 2023)

vid-TLDR: Training Free Token merging for Light-Weight Video Transformer. - Joonmyung Choi; Sanghyeok Lee; Jaewon Chu; Minhyuk Choi; Hyunwoo J. Kim (CVPR, 2024)

Multi-Criteria Token Fusion with One-Step-Ahead Attention for Efficient Vision Transformers. - Sanghyeok Lee; Joonmyung Choi; Hyunwoo J. Kim (CVPR, 2024)

Robust Multimodal 3D Object Detection via Modality-Agnostic Decoding and Proximity-based Modality Ensemble. - Juhan Cha; Minseok Joo; Jihwan Park; Sanghyeok Lee; Injae Kim; Hyunwoo J. Kim (CoRR, 2024)

EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality. - Sanghyeok Lee; Joonmyung Choi; Hyunwoo J. Kim (CVPR, 2025)

Development and implementation of a generative artificial intelligence-enhanced simulation to enhance problem-solving skills for pre-service teachers. - Jieun Lim; Unggi Lee; Junbo Koh; Yeil Jeong; Yunseo Lee; Gyuri Byun; Haewon Jung; Yoonsun Jang; Sanghyeok Lee; Jewoong Moon (Comput. Educ., 2025)

Representation Shift: Unifying Token Compression with FlashAttention. - Joonmyung Choi; Sanghyeok Lee; Byungoh Ko; Eunseo Kim; Jihyung Kil; Hyunwoo J. Kim (CoRR, 2025)

Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization. - Jihwan Park; Taehoon song; Sanghyeok Lee; Miso Choi; Hyunwoo J. Kim (CoRR, 2025)