Hyungjun Kim

1. OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models
   2023/06/04 by Chang-Hun Lee, Lee, Changhun, Jungyu Jin +7 · 28 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
2. Global terrestrial water storage and drought severity under climate change
   2021/01/11 by Yadu Pokhrel, Farshid Felfelani, Yusuke Satoh +22 · 22 citations
   Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Geophysics and Gravity Measurements #Hydrology and Watershed Management Studies
3. SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
   2024/02/14 by Jiwon Song, Song, Jiwon, Kyungseok Oh +9 · 22 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
4. Reductive Electrophotocatalysis: Merging Electricity and Light To Achieve Extreme Reduction Potentials
   2020/01/17 by Hyunwoo Kim, Hyungjun Kim, Tristan H. Lambert +1 · 10 citations
   Chemistry · Engineering · #Advanced Chemical Sensor Technologies #Radical Photochemical Reactions #Sulfur-Based Synthesis Techniques
5. Squeezing Large-Scale Diffusion Models for Mobile
   2023/07/03 by Ji-Woong Choi, Choi, Jiwoong, Minkyu Kim +15 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
6. INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold
   2022/04/15 by Chang‐Hun Lee, Hyungjun Kim, Lee, Changhun +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)
7. QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
   2024/02/15 by Taesu Kim, Jong‐Ho Lee, Kim, Taesu +11 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural Networks and Applications