| 2026 | ACL | StoryCoder: Narrative Reformulation for Structured Reasoning in LLM Code Generation. | Geonhui Jang, Dongyoon Han, Youngjoon Yoo |
| 2025 | CVPR | Masking meets Supervision: A Strong Learning Alliance. | Byeongho Heo, Taekyung Kim, Sangdoo Yun, Dongyoon Han |
| 2025 | ICLR | Morphing Tokens Draw Strong Masked Image Models. | Taekyung Kim, Byeongho Heo, Dongyoon Han |
| 2025 | ICLR | Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models. | Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kyungsu Kim, Eunho Yang, Kang Min Yoo |
| 2025 | ICLR | DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation. | Changdae Oh, Yixuan Li, Kyungwoo Song, Sangdoo Yun, Dongyoon Han |
| 2025 | ICML | Peri-LN: Revisiting Normalization Layer in the Transformer Architecture. | Jeonghoon Kim, Byeongchan Lee, Cheonbok Park, Yeontaek Oh, Beomjun Kim, Taehwan Yoo, Seongjin Shin, Dongyoon Han, Jinwoo Shin, Kang Min Yoo |
| 2025 | ICML | NegMerge: Sign-Consensual Weight Merging for Machine Unlearning. | Hyoseo Kim, Dongyoon Han, Junsuk Choe |
| 2024 | ACCV | Match Me If You Can: Semi-supervised Semantic Correspondence Learning with Unpaired Images. | Jiwon Kim, Byeongho Heo, Sangdoo Yun, Seungryong Kim, Dongyoon Han |
| 2024 | ECCV | Rotary Position Embedding for Vision Transformer. | Byeongho Heo, Song Park, Dongyoon Han, Sangdoo Yun |
| 2024 | ECCV | Similarity of Neural Architectures Using Adversarial Attack Transferability. | Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park, Sanghyuk Chun, Jong-Seok Lee |
| 2024 | ECCV | Model Stock: All We Need Is Just a Few Fine-Tuned Models. | Dong-Hwan Jang, Sangdoo Yun, Dongyoon Han |
| 2024 | ECCV | Learning with Unmasked Tokens Drives Stronger Vision Learners. | Taekyung Kim, Sanghyuk Chun, Byeongho Heo, Dongyoon Han |
| 2024 | ECCV | HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts. | Wonjae Kim, Sanghyuk Chun, Taekyung Kim, Dongyoon Han, Sangdoo Yun |
| 2024 | ECCV | DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs. | Donghyun Kim, Byeongho Heo, Dongyoon Han |
| 2024 | ECCV | Leveraging Temporal Contextualization for Video Action Recognition. | Minji Kim, Dongyoon Han, Taekyung Kim, Bohyung Han |
| 2024 | ECCV | SeiT++: Masked Token Modeling Improves Storage-Efficient Training. | Minhyun Lee, Song Park, Byeongho Heo, Dongyoon Han, Hyunjung Shim |
| 2023 | AAAI | Frequency Selective Augmentation for Video Representation Learning. | Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han, Dongyoon Wee, Junmo Kim |
| 2023 | AAAI | Can We Find Strong Lottery Tickets in Generative Models? | Sangyeop Yeo, Yoojin Jang, Jy-yong Sohn, Dongyoon Han, Jaejun Yoo |
| 2023 | CVPR | The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation. | Beomyoung Kim, Joonhyun Jeong, Dongyoon Han, Sung Ju Hwang |
| 2023 | ICCV | Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts. | Dongyoon Han, Junsuk Choe, Seonghyeok Chun, John Joon Young Chung, Minsuk Chang, Sangdoo Yun, Jean Y. Song, Seong Joon Oh |
| 2023 | ICCV | Scratching Visual Transformer's Back with Uniform Attention. | Nam Hyeon-Woo, Kim Yu-Ji, Byeongho Heo, Dongyoon Han, Seong Joon Oh, Tae-Hyun Oh |
| 2023 | ICCV | Generating Instance-level Prompts for Rehearsal-free Continual Learning. | Dahuin Jung, Dongyoon Han, Jihwan Bang, Hwanjun Song |
| 2023 | ICCV | Gramian Attention Heads are Strong yet Efficient Vision Learners. | Jongbin Ryu, Dongyoon Han, Jongwoo Lim |
| 2023 | IJCAI | GeNAS: Neural Architecture Search with Better Generalization. | Joonhyun Jeong, Joonsang Yu, Geondo Park, Dongyoon Han, Youngjoon Yoo |
| 2022 | CVPR | Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training? | Jisoo Mok, Byunggook Na, Ji-Hoon Kim, Dongyoon Han, Sungroh Yoon |
| 2022 | ECCV | OCR-Free Document Understanding Transformer. | Geewook Kim, Teakgyu Hong, Moonbin Yim, JeongYeon Nam, Jinyoung Park, Jinyeong Yim, Wonseok Hwang, Sangdoo Yun, Dongyoon Han, Seunghyun Park |
| 2022 | ECCV | Contrastive Vicinal Space for Unsupervised Domain Adaptation. | Jaemin Na, Dongyoon Han, Hyung Jin Chang, Wonjun Hwang |
| 2022 | ICLR | Learning Features with Parameter-Free Layers. | Dongyoon Han, Young Joon Yoo, Beomyoung Kim, Byeongho Heo |
| 2022 | ICLR | ViDT: An Efficient and Effective Fully Transformer-based Object Detector. | Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang |
| 2022 | ICML | Time Is MattEr: Temporal Self-supervision for Video Transformers. | Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin |
| 2021 | CVPR | Rethinking Channel Dimensions for Efficient Model Design. | Dongyoon Han, Sangdoo Yun, Byeongho Heo, Youngjoon Yoo |
| 2021 | CVPR | Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels. | Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun |
| 2021 | ICCV | Rethinking Spatial Dimensions of Vision Transformers. | Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh |
| 2021 | ICLR | AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights. | Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Gyuwan Kim, Youngjung Uh, Jung-Woo Ha |
| 2019 | CVPR | Character Region Awareness for Text Detection. | Youngmin Baek, Bado Lee, Dongyoon Han, Sangdoo Yun, Hwalsuk Lee |
| 2019 | ICCV | What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis. | Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, Hwalsuk Lee |
| 2019 | ICCV | CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features. | Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Seong Joon Oh, Youngjoon Yoo, Junsuk Choe |
| 2019 | WACV | Learning Receptive Field Size by Learning Filter Size. | Yegang Lee, Heechul Jung, Dongyoon Han, Kyungsu Kim, Junmo Kim |
| 2019 | SiggraphA | Unpaired Sketch-to-Line Translation via Synthesis of Sketches. | Gayoung Lee, Dohyun Kim, Youngjoon Yoo, Dongyoon Han, Jung-Woo Ha, Jaehyuk Chang |
| 2018 | UAI | Towards Flatter Loss Surface via Nonmonotonic Learning Rate Scheduling. | Sihyeon Seong, Yegang Lee, Youngwook Kee, Dongyoon Han, Junmo Kim |
| 2017 | CVPR | Deep Pyramidal Residual Networks. | Dongyoon Han, Jiwhan Kim, Junmo Kim |
| 2015 | CVPR | Unsupervised Simultaneous Orthogonal basis Clustering Feature Selection. | Dongyoon Han, Junmo Kim |
| 2015 | ICIP | Facial age estimation via extended curvature Gabor filter. | Jiwhan Kim, Dongyoon Han, Sungryull Sohn, Junmo Kim |
| 2014 | CVPR | Salient Region Detection via High-Dimensional Color Transform. | Jiwhan Kim, Dongyoon Han, Yu-Wing Tai, Junmo Kim |