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Kim, Joongheon

  1. Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation
    2021/08/16 by Kwak, Yunseok, Yun, Won Joon, Jung, Soyi +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design
    2022/03/20 by Yun, Won Joon, Kwak, Yunseok, Kim, Jae Pyoung +4 · 4 citations
    #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
  3. Quantum Multi-Agent Meta Reinforcement Learning
    2022/08/22 by Yun, Won Joon, Park, Jihong, Kim, Joongheon · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Quantum Physics (quant-ph)
  4. Slimmable Quantum Federated Learning
    2022/07/20 by Won Joon Yun, Jae Pyoung Kim, Yun, Won Joon +9 · 3 citations
    Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena
  5. XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
    2020/06/09 by MyungJae Shin, Chihoon Hwang, Shin, MyungJae +9 · 2 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. A Tutorial on Quantum Convolutional Neural Networks (QCNN)
    2020/09/20 by Seunghyeok Oh, Oh, Seunghyeok, Jaeho Choi +3 · 2 citations
    Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
  7. Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation
    2023/08/03 by Park, Soohyun, Kim, Jae Pyoung, Park, Chanyoung +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  8. 3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications
    2022/10/18 by Hankyul Baek, Won Joon Yun, Baek, Hankyul +3 · 2 citations
    Computer Science · Materials Science · #Quantum Computing Algorithms and Architecture #Machine Learning in Materials Science #Neural Networks and Applications
  9. Quantum Split Neural Network Learning using Cross-Channel Pooling
    2022/11/12 by Yun, Won Joon, Baek, Hankyul, Kim, Joongheon · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
  10. Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility
    2023/06/07 by Chanyoung Park, Gyu Seon Kim, Park, Chanyoung +7 · 2 citations
    Economics, Econometrics and Finance · Engineering · #Air Traffic Management and Optimization #Aviation Industry Analysis and Trends #FOS: Computer and information sciences #FOS: Electrical engineering #Multiagent Systems (cs.MA) #Systems and Control (eess.SY) #Transportation and Mobility Innovations #electronic engineering #information engineering
  11. Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications
    2023/12/28 by Hankyul Baek, Donghyeon Kim, Baek, Hankyul +3 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Quantum Computing Algorithms and Architecture
  12. Multi-Agent Deep Reinforcement Learning for Cooperative Connected\n Vehicles
    2020/01/07 by Dohyun Kwon, Joongheon Kim, Kwon, Dohyun +1 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Wireless Body Area Networks #electronic engineering #information engineering
  13. Attention-based Reinforcement Learning for Real-Time UAV Semantic\n Communication
    2021/05/22 by Won Joon Yun, Byungju Lim, Yun, Won Joon +11 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #UAV Applications and Optimization #Video Surveillance and Tracking Methods
  14. Trends in LEO Satellite Handover Algorithms
    2021/07/19 by Park, Soohyun, Kim, Joongheon · 1 citation
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  15. Quantum Neural Networks: Concepts, Applications, and Challenges
    2021/08/02 by Kwak, Yunseok, Yun, Won Joon, Jung, Soyi +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
  16. Learning Location from Shared Elevation Profiles in Fitness Apps: A Privacy Perspective
    2022/10/27 by Ülkü Meteriz-Yıldıran, Necip Fazıl Yıldıran, Meteriz-Yildiran, Ulku +5 · 1 citation
    Social Sciences · Computer Science · #Privacy, Security, and Data Protection #Human Mobility and Location-Based Analysis #Privacy-Preserving Technologies in Data
  17. Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification
    2022/10/30 by Yun, Won Joon, Baek, Hankyul, Kim, Joongheon · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
  18. Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding
    2022/12/04 by Won Joon Yun, Yun, Won Joon, Jae Pyoung Kim +11 · 1 citation
    Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
  19. Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks
    2024/06/24 by Gyu Seon Kim, Yeryeong Cho, Kim, Gyu Seon +10 · 2 citations
    Engineering · Computer Science · #Satellite Communication Systems #Advanced Wireless Communication Technologies #Opportunistic and Delay-Tolerant Networks
  20. Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications
    2022/12/23 by Chanyoung Park, Park, Chanyoung, Haemin Lee +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO) #UAV Applications and Optimization #Video Surveillance and Tracking Methods