Jinho Lee

1. Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples
   2021/11/04 by Kanghyun Choi, Deokki Hong, Choi, Kanghyun +7 · 7 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
2. Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System
   2024/03/11 by Hongsun Jang, Jaeyong Song, Jang, Hongsun +9 · 11 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Topic Modeling
3. Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression
   2023/01/24 by Jaeyong Song, Jinkyu Yim, Song, Jaeyong +11 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
4. GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent
   2021/02/15 by Heesu Kim, Kim, Heesu, Hanmin Park +15 · 3 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. Interplay of electron–lattice interactions and superconductivity in Bi2Sr2CaCu2O8+δ
   2006/08/01 by Jinho Lee, K. Fujita, K. McElroy +16 · 1 citation
   Materials Science · Physics and Astronomy · #Iron-based superconductors research #Physics of Superconductivity and Magnetism #Superconductivity in MgB2 and Alloys #cond-mat.supr-con
6. PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor
   2024/03/11 by Jaewon Jung, Hongsun Jang, Jung, Jaewon +5 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
7. PID-Comm: A Fast and Flexible Collective Communication Framework for Commodity Processing-in-DIMM Devices
   2024/04/13 by Si Ung Noh, Noh, Si Ung, Junguk Hong +13 · 3 citations
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
8. Deep Composer Classification Using Symbolic Representation
   2020/10/02 by Sunghyeon Kim, Hyeyoon Lee, Kim, Sunghyeon +7 · 1 citation
   Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
9. GraNNDis: Efficient Unified Distributed Training Framework for Deep GNNs on Large Clusters
   2023/11/12 by Jaeyong Song, Hongsun Jang, Song, Jaeyong +7 · 2 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Stochastic Gradient Optimization Techniques
10. AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression
    2021/05/25 by Baozhou Zhu, Zhu, Baozhou, H. Peter Hofstee +7 · 1 citation
    Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
11. An Attention Module for Convolutional Neural Networks
    2021/08/18 by Baozhou Zhu, Baozhou, Zhu, H. Peter Hofstee +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
12. It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher
    2022/03/31 by Kanghyun Choi, Hye Yoon Lee, Choi, Kanghyun +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read Mapping
    2024/03/11 by Seongyeon Park, Junguk Hong, Park, Seongyeon +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Parallel #and Cluster Computing (cs.DC)