Kim, Jongmin

1. Edge-labeling Graph Neural Network for Few-shot Learning
   2019/05/04 by Jongmin Kim, Taesup Kim, Kim, Jongmin +5 · 7 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
2. Duplex: A Device for Large Language Models with Mixture of Experts, Grouped Query Attention, and Continuous Batching
   2024/09/02 by Sungmin Yun, Kwanhee Kyung, Yun, Sungmin +15 · 14 citations
   Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
3. Cheddar: A Swift Fully Homomorphic Encryption Library Designed for GPU Architectures
   2024/07/17 by Wonseok Choi, Choi, Wonseok, Jongmin Kim +3 · 7 citations
   Computer Science · #Advanced Data Storage Technologies #Chaos-based Image/Signal Encryption #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Performance (cs.PF)
4. Automated Learning Rate Scheduler for Large-batch Training
   2021/07/13 by Kim, Chiheon, Kim, Saehoon, Kim, Jongmin +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Belief propagation for joint sparse recovery
   2011/02/16 by Kim, Jongmin, Chang, Woohyuk, Jung, Bangchul +2 · 1 citation
   #94A20 #FOS: Computer and information sciences #Information Theory (cs.IT)
6. MAGVLT: Masked Generative Vision-and-Language Transformer
   2023/03/21 by Kim, Sungwoong, Jo, Daejin, Lee, Donghoon +1 · 2 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. CiFHER: A Chiplet-Based FHE Accelerator with a Resizable Structure
   2023/08/09 by Kim, Sangpyo, Kim, Jongmin, Choi, Jaeyoung +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
8. Rethinking LLM Inference Bottlenecks: Insights from Latent Attention and Mixture-of-Experts
   2025/07/21 by Sungmin Yun, Yun, Sungmin, Seohwa Park +19 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
9. Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption
   2023/10/25 by Park, Jaiyoung, Kim, Donghwan, Kim, Jongmin +4 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
10. A Delayed Acceptance Auxiliary Variable MCMC for Spatial Models with Intractable Likelihood Function
    2025/04/23 by Jong‐Hyeon Lee, Jongmin Kim, Lee, Jong Hyeon +5 · 1 citation
    Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Methodology (stat.ME)