Kim, Hyungjun

1. OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models
   2023/06/04 by Chang-Hun Lee, Jungyu Jin, Lee, Changhun +7 · 22 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
2. SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
   2024/02/14 by Jiwon Song, Song, Jiwon, Kyungseok Oh +9 · 19 citations
   Engineering · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #High voltage insulation and dielectric phenomena #Machine Learning (cs.LG) #Power Systems Fault Detection #Power Transformer Diagnostics and Insulation
3. Temporal Dynamic Quantization for Diffusion Models
   2023/06/04 by So, Junhyuk, Lee, Jungwon, Ahn, Daehyun +2 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Squeezing Large-Scale Diffusion Models for Mobile
   2023/07/03 by Choi, Jiwoong, Kim, Minkyu, Ahn, Daehyun +6 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold
   2022/04/15 by Chang‐Hun Lee, Lee, Changhun, Hyungjun Kim +5 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
   2024/02/15 by Kim, Taesu, Lee, Jongho, Ahn, Daehyun +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Debunking the CUDA Myth Towards GPU-based AI Systems
   2024/12/31 by Lee, Yunjae, Lim, Juntaek, Bang, Jehyeon +10 · 1 citation
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)