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Kang, Joonhyuk

  1. Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning
    2016/09/17 by Seongah Jeong, Osvaldo Simeone, Jeong, Seongah +3 · 7 citations
    Engineering · Computer Science · #UAV Applications and Optimization #Advanced Wireless Communication Technologies #Distributed Control Multi-Agent Systems
  2. Wireless Federated Distillation for Distributed Edge Learning with\n Heterogeneous Data
    2019/07/05 by Ahn Jin-Hyun, Simeone Osvaldo, Ahn, Jin-Hyun +3 · 3 citations
    Computer Science · Engineering · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques
  3. Energy-Efficient Task Offloading for Vehicular Edge Computing: Joint Optimization of Offloading and Bit Allocation
    2019/10/15 by Youngsu Jang, Jang, Youngsu, Jinyeop Na +5 · 2 citations
    Computer Science · Engineering · #Blockchain Technology Applications and Security #FOS: Electrical engineering #IoT and Edge/Fog Computing #Signal Processing (eess.SP) #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
  4. Beamforming Design for Joint Localization and Data Transmission in Distributed Antenna System
    2013/11/07 by Seongah Jeong, Jeong, Seongah, Osvaldo Simeone +5 · 2 citations
    Engineering · Computer Science · #Indoor and Outdoor Localization Technologies #Direction-of-Arrival Estimation Techniques #Millimeter-Wave Propagation and Modeling
  5. Cooperative Learning via Federated Distillation over Fading Channels
    2020/02/03 by Jin-Hyun Ahn, Osvaldo Simeone, Ahn, Jin-Hyun +3 · 2 citations
    Computer Science · Engineering · #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Parallel #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  6. Bayesian Variational Federated Learning and Unlearning in Decentralized Networks
    2021/04/08 by Jinu Gong, Osvaldo Simeone, Gong, Jinu +3 · 2 citations
    Computer Science · #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  7. Marine IoT Systems with Space-Air-Sea Integrated Networks: Hybrid LEO and UAV Edge Computing
    2023/01/10 by Sooyeob Jung, Jung, Sooyeob, Seongah Jeong +5 · 3 citations
    Engineering · #FOS: Electrical engineering #Satellite Communication Systems #Systems and Control (eess.SY) #UAV Applications and Optimization #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
  8. NeFL: Nested Model Scaling for Federated Learning with System Heterogeneous Clients
    2023/08/15 by Honggu Kang, Kang, Honggu, Seohyeon Cha +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  9. Cloud Radio Access Networks: Uplink Channel Estimation and Downlink Precoding
    2016/08/26 by Osvaldo Simeone, Simeone, Osvaldo, Jin‐Kyu Kang +5 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Advanced Photonic Communication Systems #FOS: Computer and information sciences #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI)
  10. Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance
    2022/10/29 by Youngjoon Lee, Sangwoo Park, Lee, Youngjoon +3 · 1 citation
    Computer Science · #68T05 #Adversarial Robustness in Machine Learning #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  11. Transceiver Design and Performance Analysis for LR-FHSS-based Direct-to-Satellite IoT
    2023/05/23 by Jung, Sooyeob, Jeong, Seongah, Kang, Jinkyu +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Signal Processing (eess.SP) #electronic engineering #information engineering
  12. Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation
    2025/01/30 by Lee, Youngjoon, Park, Taehyun, Lee, Yunho +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Calibrating Wireless AI via Meta-Learned Context-Dependent Conformal Prediction
    2025/01/24 by Yoo, Seonghoon, Park, Sangwoo, Popovski, Petar +2 · 2 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  14. FedSplitX: Federated Split Learning for Computationally-Constrained Heterogeneous Clients
    2023/10/23 by Shin, Jiyun, Ahn, Jinhyun, Kang, Honggu +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging
    2025/04/28 by Lee, Youngjoon, Gong, Jinu, Kang, Joonhyuk · 3 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  16. Compressed Particle-Based Federated Bayesian Learning and Unlearning
    2022/09/14 by Gong, Jinu, Simeone, Osvaldo, Kang, Joonhyuk · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering