Kwon, Yongin

4 publications

IJCAI 2025 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

IJCAI 2024 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

ECCVW 2024 Mixed Non-Linear Quantization for Vision Transformers Gihwan Kim, Jemin Lee, Sihyeong Park, Yongin Kwon, Hyungshin Kim

ECCV 2022 CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution Taeho Kim, Yongin Kwon, Jemin Lee, Taeho Kim, Sangtae Ha