| 2025 | ICASSP | Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation. | Donghoon Lee, Tung Minh Luu, Younghwan Lee, Chang D. Yoo |
| 2025 | ICASSP | Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning. | Younghwan Lee, Tung Minh Luu, Donghoon Lee, Chang D. Yoo |
| 2025 | ICML | Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models. | Tung Minh Luu, Younghwan Lee, Donghoon Lee, Sunho Kim, Min Jun Kim, Chang D. Yoo |
| 2025 | IROS | Policy Learning from Large Vision-Language Model Feedback Without Reward Modeling. | Tung Minh Luu, Donghoon Lee, Younghwan Lee, Chang D. Yoo |
| 2025 | NAACL | FeRG-LLM : Feature Engineering by Reason Generation Large Language Models. | Jeonghyun Ko, Gyeongyun Park, Donghoon Lee, Kyunam Lee |
| 2024 | IROS | Predictive Coding for Decision Transformer. | Tung Minh Luu, Donghoon Lee, Chang D. Yoo |
| 2023 | CVPR | MAGVLT: Masked Generative Vision-and-Language Transformer. | Sungwoong Kim, Daejin Jo, Donghoon Lee, Jongmin Kim |
| 2021 | ICCV | DeepPRO: Deep Partial Point Cloud Registration of Objects. | Donghoon Lee, Onur C. Hamsici, Steven Feng, Prachee Sharma, Thorsten Gernoth |
| 2020 | CVPR | Learning Augmentation Network via Influence Functions. | Donghoon Lee, Hyunsin Park, Trung X. Pham, Chang D. Yoo |
| 2020 | MICCAI | Longitudinal Prediction of Radiation-Induced Anatomical Changes of Parotid Glands During Radiotherapy Using Deep Learning. | Donghoon Lee, Sadegh R. Alam, Saad Nadeem, Jue Jiang, Pengpeng Zhang, Yu-Chi Hu |
| 2019 | CVPR | Inserting Videos Into Videos. | Donghoon Lee, Tomas Pfister, Ming-Hsuan Yang |
| 2019 | ICASSP | A Variational Bayes Approach to Adaptive Channel-gain Cartography. | Donghoon Lee, Georgios B. Giannakis |
| 2018 | ECCV | Unsupervised Holistic Image Generation from Key Local Patches. | Donghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang, Songhwai Oh |
| 2018 | ICASSP | Adaptive Bayesian Channel Gain Cartography. | Donghoon Lee, Dimitris Berberidis, Georgios B. Giannakis |
| 2016 | ECCV | Individualness and Determinantal Point Processes for Pedestrian Detection. | Donghoon Lee, Geonho Cha, Ming-Hsuan Yang, Songhwai Oh |
| 2016 | ICCSA | Cryptanalysis and Improvement User Authentication Scheme for Multi-server Environment. | Dongwoo Kang, Jongho Moon, Donghoon Lee, Dongho Won |
| 2015 | CVPR | Face alignment using cascade Gaussian process regression trees. | Donghoon Lee, Hyunsin Park, Chang Dong Yoo |
| 2015 | ICASSP | Face detection using Local Hybrid Patterns. | Chulhee Yun, Donghoon Lee, Chang Dong Yoo |
| 2015 | ICCSA | Security Improvement of Portable Key Management Using a Mobile Phone. | Jiye Kim, Donghoon Lee, Younsung Choi, Youngsook Lee, Dongho Won |
| 2015 | ICCV | Fast and Accurate Head Pose Estimation via Random Projection Forests. | Donghoon Lee, Ming-Hsuan Yang, Songhwai Oh |
| 2015 | ICIP | Face attribute classification using attribute-aware correlation map and gated convolutional neural networks. | Sunghun Kang, Donghoon Lee, Chang D. Yoo |
| 2015 | Qshine | Cryptanalysis of biometric-based multi-server authentication scheme using smart card. | Jongho Mun, Jiye Kim, Donghoon Lee, Dongho Won |
| 2014 | ACCV | Joint Estimation of Pose and Face Landmark. | Donghoon Lee, Junyoung Chung, Chang Dong Yoo |
| 2014 | ACSSC | Channel gain cartography via low rank and sparsity. | Donghoon Lee, Seung-Jun Kim |
| 2014 | ICIP | Salient object detection using bipartite dictionary. | Yuna Seo, Donghoon Lee, Chang D. Yoo |
| 2013 | CogSci | Motor Resonance Effects Modulated by Perspective: A Role of Linguistic Contrual on Social Action Perception. | Donghoon Lee, JaRang Kwak, Youngin Lee |
| 2012 | ACCV | Sparsity Sharing Embedding for Face Verification. | Donghoon Lee, Hyunsin Park, Junyoung Chung, Youngook Song, Chang D. Yoo |
| 2012 | CogSci | The Effect of Priming of Individualism/Collectivism on the Mller-Lyer Illusion. | Yiwon Hyun, Donghoon Lee, Hyunjung Shin, Myeong-Ho Sohn |
| 2012 | CogSci | Cultural priming and the scene perception. | Bia Kim, Yoonkyoung Lee, Donghoon Lee, Goeun Lee, Hyunjung Shin |
| 2012 | ISITA | Performance of multihop decode-and-forward relaying assisted device-to-device communication underlaying cellular networks. | Donghoon Lee, Sung-Il Kim, Jaeyoung Lee, Jun Heo |
| 2011 | RTCSA | Virtual Lock: A Smartphone Application for Personal Surveillance Using Camera Sensor Networks. | Sangseok Yoon, Hyeongseok Oh, Donghoon Lee, Songhwai Oh |
| 2008 | CEC | Design of web page evaluation system using Ajax and neural networks. | Donghoon Lee, Kunsu Kim, Tae Bok Yoon, Jee-Hyong Lee |
| 2005 | ICCS | A Layout Algorithm for Signal Transduction Pathways as Two-Dimensional Drawings with Spline Curves. | Donghoon Lee, Byoung-Hyun Ju, Kyungsook Han |
| 2004 | ICONIP | Cerebral Activation Areas with Respect to Word and Sentence Production by Early and Late Korean-English Bilinguals: Event-Related fMRI Study. | Choong-Myung Kim, Donghoon Lee, Kichun Nam |
| 2002 | PDPTA | A Cluster-centric Scalable Multimedia Collaboration System. | Youngtae Han, Donghoon Lee, Eunmi Choi, Dugki Min |