| 2025 | CASES | Work-in-Progress: I-FlashAttention: Fully Integer Fused Attention for Efficient Vision Transformers. | Sehyeon Oh, Yongin Kwon, Jemin Lee |
| 2025 | ICCV | Design Practices and Lessons from Deploying On-device Vision-Language Interaction in Robotic Guide Dogs. | Jinse Kwon, Jemin Lee, Yongin Kwon |
| 2025 | ICCV | TriPlanNet: Triangle Path Planning Network for A Variable Truss Robot with Deep Learning. | Choonghan Lee, Leah Harris, Sehyun Oh, JooHyoung Cha, Jemin Lee, Yongin Kwon, Andrew Jang-ho Bae |
| 2025 | IJCAI | Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant. | Jemin Lee, Sihyeong Park, Jinse Kwon, Jihun Oh, Yongin Kwon |
| 2024 | ECCV | Mixed Non-linear Quantization for Vision Transformers. | Gihwan Kim, Jemin Lee, Sihyeong Park, Yongin Kwon, Hyungshin Kim |
| 2024 | IJCAI | LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs. | Taeho Kim, Yanming Wang, Vatshank Chaturvedi, Lokesh Gupta, Seyeon Kim, Yongin Kwon, Sangtae Ha |
| 2024 | IROS | Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation. | Joonhyung Lee, Sangbeom Park, Yongin Kwon, Jemin Lee, Minwook Ahn, Sungjoon Choi |
| 2022 | ECCV | CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution. | Taeho Kim, Yongin Kwon, Jemin Lee, Taeho Kim, Sangtae Ha |
| 2014 | CCGRID | CMcloud: Cloud Platform for Cost-Effective Offloading of Mobile Applications. | Dongju Chae, Jihun Kim, Jangwoo Kim, Jong Kim, Seungjun Yang, Yeongpil Cho, Yongin Kwon, Yunheung Paek |
| 2013 | PERCOM | Fast dynamic execution offloading for efficient mobile cloud computing. | Seungjun Yang, Yongin Kwon, Yeongpil Cho, Hayoon Yi, Donghyun Kwon, Jonghee M. Youn, Yunheung Paek |
| 2013 | USENIX | Mantis: Automatic Performance Prediction for Smartphone Applications. | Yongin Kwon, Sangmin Lee, Hayoon Yi, Donghyun Kwon, Seungjun Yang, Byung-Gon Chun, Ling Huang, Petros Maniatis, Mayur Naik, Yunheung Paek |