Seong‐Lyun Kim

1. Blockchained On-Device Federated Learning
   2018/08/12 by Hyesung Kim, Jihong Park, Kim, Hyesung +5 · 6 citations
   Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Federated Knowledge Distillation
   2020/11/04 by Hyowoon Seo, Seo, Hyowoon, Jihong Park +7 · 4 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and ELM #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation
   2023/09/20 by Hyelin Nam, Jihong Park, Nam, Hyelin +7 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
4. Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models
   2024/12/17 by Seungeun Oh, Jinhyuk Kim, Oh, Seungeun +9 · 11 citations
   Computer Science · #Topic Modeling
5. XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
   2020/06/09 by MyungJae Shin, Chihoon Hwang, Shin, MyungJae +9 · 3 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Communication-Efficient and Distributed Learning Over Wireless Networks:\n Principles and Applications
   2020/08/06 by Jihong Park, Sumudu Samarakoon, Park, Jihong +11 · 2 citations
   Computer Science · #Energy Efficient Wireless Sensor Networks #Distributed Sensor Networks and Detection Algorithms #Age of Information Optimization
7. Distilling On-Device Intelligence at the Network Edge
   2019/08/16 by Jihong Park, Shiqiang Wang, Park, Jihong +15 · 2 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control
   2024/01/23 by Yong-Jun Kim, Kim, Yongjun, Sejin Seo +9 · 2 citations
   Computer Science · Engineering · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Underwater Vehicles and Communication Systems
9. SplitAMC: Split Learning for Robust Automatic Modulation Classification
   2023/04/17 by Jihoon Park, Park, Jihoon, Seungeun Oh +3 · 1 citation
   Computer Science · #Wireless Signal Modulation Classification
10. Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches
    2023/10/14 by Jihong Park, Park, Jihong, Seung‐Woo Ko +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
11. Revisiting Frequency Reuse towards Supporting Ultra-Reliable Ubiquitous-Rate Communication
    2017/03/14 by Jihong Park, Dong Min Kim, Park, Jihong +5 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
12. Enabling AI Quality Control via Feature Hierarchical Edge Inference
    2022/11/15 by Jin‐Hyuk Choi, Choi, Jinhyuk, Seong‐Lyun Kim +3 · 1 citation
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering