Eunhyeok Park

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 · 24 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
2. Low-overhead General-purpose Near-Data Processing in CXL Memory Expanders
   2024/04/30 by Hyungkyu Ham, Ham, Hyungkyu, Jeongmin Hong +19 · 2 voices · 2 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Interconnection Networks and Systems #Embedded Systems Design Techniques
3. Fine-grained Semantics-aware Representation Enhancement for\n Self-supervised Monocular Depth Estimation
   2021/08/19 by Hyunyoung Jung, Eunhyeok Park, Jung, Hyunyoung +3 · 2 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
4. 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)
5. FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models
   2023/12/06 by Junhyuk So, So, Junhyuk, Jungwon Lee +3 · 2 citations
   Computer Science · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
6. On the Overlooked Significance of Underutilized Contextual Features in Recent News Recommendation Models
   2021/12/29 by Sungmin Cho, Cho, Sungmin, Hongjun Lim +7 · 1 citation
   Computer Science · #Recommender Systems and Techniques #Advanced Text Analysis Techniques #Text and Document Classification Technologies
7. Symmetry Regularization and Saturating Nonlinearity for Robust Quantization
   2022/07/31 by Sein Park, Park, Sein, Yeongsang Jang +3 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
8. AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models
   2025/09/15 by S. H. Lee, Seung-taek Woo, Lee, Sangjun +7 · 4 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 #Topic Modeling
9. SEAL: Scaling to Emphasize Attention for Long-Context Retrieval
   2025/01/25 by Changhun Lee, Lee, Changhun, Seok, Minsang +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling