| 2026 | ASPLOS | GS-Scale: Unlocking Large-Scale 3D Gaussian Splatting Training via Host Offloading. | Donghyun Lee, Dawoon Jeong, Jae W. Lee, Hongil Yoon |
| 2026 | DATE | MD-SNN: Membrane Potential-aware Distillation on Quantized Spiking Neural Network. | Donghyun Lee, Abhishek Moitra, Youngeun Kim, Ruokai Yin, Priyadarshini Panda |
| 2025 | ACL | FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency. | Seonglae Cho, Harryn Oh, Donghyun Lee, Luis Eduardo Rodrigues Vieira, Andrew Bermingham, Ziad El Sayed |
| 2025 | CVPR | Spiking Transformer with Spatial-Temporal Attention. | Donghyun Lee, Yuhang Li, Youngeun Kim, Shiting Xiao, Priyadarshini Panda |
| 2025 | CVPR | Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs. | Zeyi Huang, Yuyang Ji, Xiaofang Wang, Nikhil Mehta, Tong Xiao, Donghyun Lee, Sigmund Vanvalkenburgh, Shengxin Zha, Bolin Lai, Licheng Yu, Ning Zhang, Yong Jae Lee, Miao Liu |
| 2025 | CVPR | Do Your Best and Get Enough Rest for Continual Learning. | Hankyul Kang, Gregor Seifer, Donghyun Lee, Jongbin Ryu |
| 2025 | ESORICS | Prompt Infection: LLM-to-LLM Prompt Injection within Multi-agent Systems. | Donghyun Lee, Mo Tiwari, Brando Miranda |
| 2025 | HPCA | FACIL: Flexible DRAM Address Mapping for SoC-PIM Cooperative On-device LLM Inference. | Seong Hoon Seo, Junghoon Kim, Donghyun Lee, Seonah Yoo, Seokwon Moon, Yeonhong Park, Jae W. Lee |
| 2025 | ICCV | FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction. | Donghyun Lee, Dawoon Jeong, Jae W. Lee, Hongil Yoon |
| 2025 | ICML | GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration. | Yuhang Li, Ruokai Yin, Donghyun Lee, Shiting Xiao, Priyadarshini Panda |
| 2025 | MICCAI | MindLink: Subject-Agnostic Cross-Subject Brain Decoding Framework. | Sungyoon Jung, Donghyun Lee, Won Hwa Kim |
| 2025 | MICCAI | Conditional Graph Diffusion with Topological Constraints for Brain Network Generation. | Joonhyuk Park, Donghyun Lee, Guorong Wu, Won Hwa Kim |
| 2024 | DATE | TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training. | Donghyun Lee, Ruokai Yin, Youngeun Kim, Abhishek Moitra, Yuhang Li, Priyadarshini Panda |
| 2024 | ECCV | Frugal 3D Point Cloud Model Training via Progressive Near Point Filtering and Fused Aggregation. | Donghyun Lee, Yejin Lee, Jae W. Lee, Hongil Yoon |
| 2024 | ECCV | GenQ: Quantization in Low Data Regimes with Generative Synthetic Data. | Yuhang Li, Youngeun Kim, Donghyun Lee, Souvik Kundu, Priyadarshini Panda |
| 2024 | ICLR | Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations. | Yujee Song, Donghyun Lee, Rui Meng, Won Hwa Kim |
| 2024 | ICML | Faster Maximum Inner Product Search in High Dimensions. | Mo Tiwari, Ryan Kang, Jaeyong Lee, Donghyun Lee, Christopher Piech, Sebastian Thrun, Ilan Shomorony, Martin Jinye Zhang |
| 2023 | AAAI | Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud. | Yejin Lee, Donghyun Lee, JungUk Hong, Jae W. Lee, Hongil Yoon |
| 2023 | CoNLL | Quantifying Information of Tokens for Simple and Flexible Simultaneous Machine Translation. | Donghyun Lee, Minkyung Park, Byung-Jun Lee |
| 2021 | ICIP | A Novel Sensitivity Metric For Mixed-Precision Quantization With Synthetic Data Generation. | Donghyun Lee, Minkyoung Cho, Seungwon Lee, Joonho Song, Changkyu Choi |
| 2021 | Interspeech | Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene. | Soonshin Seo, Donghyun Lee, Ji-Hwan Kim |
| 2020 | WCNC | Demonstration of Self-Interference Antenna Suppression and RF Cancellation for Full Duplex MIMO Communications. | Donghyun Lee, Byung-Wook Min |
| 2019 | INLG | VAE-PGN based Abstractive Model in Multi-stage Architecture for Text Summarization. | Hyungtak Choi, Lohith Ravuru, Tomasz Dryjanski, Sunghan Rye, Donghyun Lee, Hojung Lee, Inchul Hwang |
| 2019 | Interspeech | Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System. | Soonshin Seo, Daniel Jun Rim, Minkyu Lim, Donghyun Lee, Hosung Park, Junseok Oh, Changmin Kim, Ji-Hwan Kim |
| 2019 | PIMRC | Analysis of Self-Interference Cancellation and Experimental Results of 22 MIMO In-Band Full-Duplex Radio Front-End. | Donghyun Lee, Byung-Wook Min |
| 2015 | SP | Performance Analysis of FFNN-Based Language Model in Contrast with | Kwang-Ho Kim, Donghyun Lee, Minkyu Lim, Minho Ryang, Gil-Jin Jang, Jeong-Sik Park, Ji-Hwan Kim |
| 2015 | SP | Learning Speed Improvement Using Multi-GPUs on DNN-Based Acoustic Model Training in Korean Intelligent Personal Assistant. | Donghyun Lee, Kwang-Ho Kim, Hee-Eun Kang, Sang-Ho Wang, Sung-Yong Park, Ji-Hwan Kim |
| 2015 | SP | A Voice QR Code for Mobile Devices. | Donghyun Lee, Minkyu Lim, Minho Ryang, Kwang-Ho Kim, Gil-Jin Jang, Jeong-Sik Park, Ji-Hwan Kim |
| 2012 | ISMAR | Digital map based pose improvement for outdoor Augmented Reality. | Joonsuk Park, Donghyun Lee, Jun Park |
| 2012 | PIMRC | Inter-cell interference mitigation using the moving coverage boundary of cellular systems employing remote radio heads. | Jaewon Kim, Sukho Shin, Jihoon Sung, Donghyun Lee, Wonjin Sung |