Publications

This is the selected publication list of Korea University AI and Mobility (AIM) Laboratory.

(Top Conferences) Quantum, AI, Mobility, Networks

Hands-On Introduction to Quantum Machine Learning (Tutorial)
ACM CIKM (2024) S. Y.-C. Chen, J. Kim
Advanced Taxiing Path Guidance using Multi-Agent Reinforcement Learning for Air Traffic Management
IEEE WiOpt (2024) S. Lee, G. S. Kim, S. Park, J. Kim
Quantum Split Learning for Privacy-Preserving Information Management
ACM CIKM (2023) S. Park, H. Baek, J. Kim
Logarithmic Dimension Reduction for Quantum Neural Networks
ACM CIKM (2023) H. Baek, S. Park, J. Kim
Quantum Multi-Agent Meta Reinforcement Learning
AAAI (2023) W. J. Yun, J. Park, J. Kim
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly
ACM CIKM (2022) W. J. Yun, D. Mohaisen, S. Jung, J.-K. Kim, J. Kim
Cooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-Resolution
IEEE WiOpt (2022) M. Choi, W. J. Yun, J. Kim
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks
IEEE INFOCOM (2022) H. Baek, W. J. Yun, Y. Kwak, S. Jung, M. Ji, M. Bennis, J. Park, J. Kim
Understanding the Potential Risks of Sharing Elevation Information on Fitness Applications
IEEE ICDCS (2020) U. Meteriz, N. F. Yildiran, J. Kim, D. Mohaisen
Randomized Adversarial Imitation Learning for Autonomous Driving
IJCAI (2019) M. Shin, J. Kim
Mempool Optimization for Defending Against DDoS Attacks in PoW-based Blockchain Systems
IEEE ICBC (2019) M. Saad, L. Njilla, C. Kamhoua, J. Kim, D. Nyang and A. Mohaisen
ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture
IEEE ICDCS (2018) S. Ahn, J. Kim, E. Lim, W. Choi, A. Mohaisen, S. Kang
REQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints
ACM Multimedia (2017) J. Koo, J. Yi, J. Kim, M. A. Hoque, S. Choi
Energy-Efficient Rate-Adaptive GPS-based Positioning for Smartphones
ACM MobiSys (2010) J. Paek, J. Kim, R. Govindan
Effect of Localized Optimal Clustering for Reader Anti-Collision in RFID Networks: Fairness Aspect to the Readers
IEEE ICCCN (2005) J. Kim, W. Lee, J. Yu, J. Myung, E. Kim, C. Lee

(Books and Book Editing)

Fundamentals of 6G Communications and Networking
Springer (2023) X. Lin, J. Zhang, Y. Liu, J. Kim (Editors)

(IEEE Magazines and Editorial Notes)

The Matrix: Quantum AI for Interacting Two Worlds in Prioritized Metaverse Spaces
IEEE Communications Magazine (Online) S. Park, H. Baek, J. Kim
Quantum Multi-Agent Reinforcement Learning is All You Need: Coordinated Global Access in Integrated TN/NTN Cube-Satellite Networks
IEEE Communications Magazine (2024) S. Park, G. S. Kim, Z. Han, J. Kim
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation
IEEE Communications Magazine (2024) S. Park, J. P. Kim, C. Park, S. Jung, J. Kim
EQuaTE: Efficient Quantum Train Engine for Run-Time Dynamic Analysis and Visual Feedback in Autonomous Driving
IEEE Internet Computing (2023) S. Park, H. Feng, C. Park, Y. K. Lee, S. Jung, J. Kim
Recent and Future Evolution of Wi-Fi
IEEE Communications Standards Magazine (2022) E. Au, L. Wilhelmsson, T. Baykas, J. Kim
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications
Proceedings of the IEEE (2021) J. Park, S. Samarakoon, A. Elgabli, J. Kim, M. Bennis, S.-L. Kim, M. Debbah
New Challenges of Wireless Power Transfer and Secured Billing for Internet of Electric Vehicles
IEEE Communications Magazine (2019) L. Park, S. Jeong, D. S. Lakew, J. Kim, S. Cho
The Useful Impact of Carrier Aggregation: A Measurement Study in South Korea for Commercial LTE-Advanced Networks
IEEE Vehicular Technology Magazine (2017) S. Lee, S. Hyeon, J. Kim, H. Roh, W. Lee
Dynamic Software Testing for Run-Time Program Analysis in Quantum-based Autonomous Driving Applications
IEEE Communications Magazine (Review) S. Park, J. Kim
Quantum Neural Network Software Testing, Analysis, and Code Optimization for Advanced IoT Systems: Design, Implementation, and Visualization
IEEE Communications Magazine (Revision) S. Park, J. Kim
Quantum Jump to Virtual Worlds: High-Quality Multiple Virtual Meta-Space Realization in Metaverse
IEEE Multimedia (Revision) S. Park, J. Kim
Sustainable Quantum Multi-Agent Cooperative Learning: Algorithms and Software Methods
IEEE Communications Magazine (Review) S. Park, J. Kim
Quantum Neural Networks for Mobility and Network Applications
IEEE Network (Review) H. Lee, G. S. Kim, E. J. Roh, S. Lee, S. Park, J. Kim
SQUAD: Software Testing for Quantum Distributed Learning Software
IEEE Software (Review) S. Park, J. H. Cho, H. J. Yook, G. S. Jhun, Y. K. Lee, J. Kim

(IEEE ComSoc/VTS/ITSS Journals)

Spatio-Temporal Multi-Metaverse Dynamic Streaming for Hybrid Quantum-Classical Systems
IEEE/ACM Transactions on Networking (2024) S. Park, H. Baek, J. Kim
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks
IEEE/ACM Transactions on Networking (2023) W. J. Yun, Y. Kwak, H. Baek, S. Jung, M. Ji, M. Bennis, J. Park, J. Kim
Quality-Aware Streaming and Scheduling for Device-to-Device Video Delivery
IEEE/ACM Transactions on Networking (2016) J. Kim, G. Caire, A. F. Molisch
Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications
IEEE Transactions on Mobile Computing (Online) E. J. Roh, H. Baek, D. Kim, J. Kim
Joint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in Metaverse
IEEE Transactions on Mobile Computing (2024) S. Park, J. Chung, C. Park, S. Jung, M. Choi, S. Cho, J. Kim
Learning Location from Shared Elevation Profiles in Fitness Apps: A Privacy Perspective
IEEE Transactions on Mobile Computing (2024) U. Meteriz, N. F. Yildiran, J. Kim, D. Mohaisen
Supremo: Cloud-Assisted Low-Latency Super-Resolution in Mobile Devices
IEEE Transactions on Mobile Computing (2022) J. Yi, S. Kim, J. Kim, S. Choi
A Personalized Preference Learning Framework for Caching in Mobile Networks
IEEE Transactions on Mobile Computing (2021) A. Malik, J. Kim, K. S. Kim, W.-Y. Shin
Seamless Dynamic Adaptive Streaming in LTE/Wi-Fi Integrated Network under Smartphone Resource Constraints
IEEE Transactions on Mobile Computing (2019) J. Koo, J. Yi, J. Kim, M. A. Hoque, S. Choi
SGCO: Stabilized Green Crosshaul Orchestration for Dense IoT Offloading Services
IEEE Journal on Selected Areas in Communications (2018) N.-N. Dao, D.-N. Vu, W. Na, J. Kim, S. Cho
Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements
IEEE Journal on Selected Areas in Communications (2018) M. Choi, J. Kim, J. Moon
Joint User Clustering, Beamforming, and Power Allocation for mmWave-NOMA with Imperfect SIC
IEEE Transactions on Wireless Communications (2024) B. Lim, W. J. Yun, J. Kim, Y.-C. Ko
Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands
IEEE Transactions on Wireless Communications (2021) M. Choi, A. F. Molisch, D.-J. Han, D. Kim, J. Kim, J. Moon
Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching Networks
IEEE Transactions on Wireless Communications (2020) M. Choi, A. F. Molisch, J. Kim
Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks
IEEE Transactions on Wireless Communications (2019) M. Choi, A. No, M. Ji, J. Kim
Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access Networks
IEEE Transactions on Wireless Communications (2019) M. Choi, J. Kim, J. Moon
Intelligent Extra Resource Allocation for Cooperative Awareness Message Broadcasting in Cellular-V2X Networks
IEEE Transactions on Network and Service Management (Online) S. Jung, J.-H. Kim, J. Kim
Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach
IEEE Transactions on Network and Service Management (2024) J. Kim, S. Park, S. Jung, C. Cordeiro
Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming using Adaptive Super-Resolution
IEEE Transactions on Green Communications and Networking (2024) M. Choi, W. J. Yun, S. B. Son, S. Park, J. Kim
Markov Decision Policies for Distributed Angular Routing in LEO Mobile Satellite Constellation Networks
IEEE Internet of Things Journal (2024) S. Park, G. S. Kim, S. Jung, J. Kim
Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems
IEEE Internet of Things Journal (2023) C. Park, W. J. Yun, J. P. Kim, T. K. Rodrigues, S. Park, S. Jung, J. Kim
Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management
IEEE Internet of Things Journal (2023) W. J. Yun, J. P. Kim, S. Jung, J.-H. Kim, J. Kim
Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks
IEEE Internet of Things Journal (2020) D. Kwon, J. Jeon, S. Park, J. Kim, S. Cho
Two-Stage IoT Device Scheduling with Dynamic Programming for Energy Internet Systems
IEEE Internet of Things Journal (2019) L. Park, C. Lee, J. Kim, A. Mohaisen, S. Cho
Internet of Things for Smart Manufacturing System: Trust Issues in Resource Allocation
IEEE Internet of Things Journal (2018) S. Jeong, W. Na, J. Kim, S. Cho
Energy-Efficient Mobile Charging for Wireless Power Transfer in Internet of Things Networks
IEEE Internet of Things Journal (2018) W. Na, J. Park, C. Lee, K. Park, J. Kim, S. Cho
Feasibility Study of 60 GHz Millimeter-Wave Technologies for Hyperconnected Fog Computing Applications
IEEE Internet of Things Journal (2017) J. Kim, W. Lee
Dynamic Quantum Federated Learning for UAV-based Autonomous Surveillance
IEEE Transactions on Vehicular Technology (Online) S. Park, S. Jung, J. Kim
Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected Vehicles
IEEE Transactions on Vehicular Technology (2024) S. Park, C. Park, S. Jung, M. Choi, J. Kim
Learning-Based Cooperative Mobility Control for Autonomous Drone-Delivery
IEEE Transactions on Vehicular Technology (2024) S. Park, C. Park, J. Kim
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks
IEEE Transactions on Vehicular Technology (2023) S. Jung, C. Park, M. Levorato, J.-H. Kim, J. Kim
Joint Pilot Design and Channel Estimation using Deep Residual Learning for Multi-Cell Massive MIMO under Hardware Impairments
IEEE Transactions on Vehicular Technology (2022) B. Lim, W. J. Yun, J. Kim, Y.-C. Ko
Stabilized Detection Accuracy Maximization using Adaptive SAR Image Processing in LEO Networks
IEEE Transactions on Vehicular Technology (2022) K. Kim, J.-H. Lee, S. Jung, J. Kim, J.-H. Kim
Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles
IEEE Transactions on Vehicular Technology (2022) W. J. Yun, D. Kwon, M. Choi, J. Kim, G. Caire, A. F. Molisch
Infrastructure-Assisted On-Driving Experience Sharing for Millimeter-Wave Connected Vehicles
IEEE Transactions on Vehicular Technology (2021) S. Jung, J. Kim, M. Levorato, C. Cordeiro, J.-H. Kim
Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems
IEEE Transactions on Vehicular Technology (2021) S. Jung, W. J. Yun, M. Shin, J. Kim, J.-H. Kim
Blind Signal Classification for Non-Orthogonal Multiple Access in Vehicular Networks
IEEE Transactions on Vehicular Technology (2019) M. Choi, D. Yoon, J. Kim
Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks
IEEE Transactions on Vehicular Technology (2019) M. Shin, J. Kim, M. Levorato
Adaptive Detector Selection for Queue-Stable Word Error Rate Minimization in Connected Vehicle Receiver Design
IEEE Transactions on Vehicular Technology (2018) M. Choi, J. Kim, J. Moon
Performance of Video Streaming in Infrastructure-to-Vehicle Telematic Platforms With 60-GHz Radiation and IEEE 802.11ad Baseband
IEEE Transactions on Vehicular Technology (2016) J. Kim, S.-C. Kwon, G. Choi
Adaptive Quantum Federated Learning for Autonomous Surveillance Multi-Drone Networks
IEEE Transactions on Intelligent Vehicles (Online) S. Park, C. Park, S. Jung, J. Kim
Neural Myerson Auction for Truthful and Distributed Mobile Charging in UAV-Assisted Digital-Twin Networks
IEEE Transactions on Intelligent Vehicles (Online) S. Jung, H. Baek, J. Kim
Intelligent Caching for Seamless High-Quality Streaming in Vehicular Networks: A Multi-Agent Reinforcement Learning Approach
IEEE Transactions on Intelligent Vehicles (2024) M. Choi, T. Xiang, J. Kim
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility
IEEE Transactions on Intelligent Vehicles (2023) C. Park, G. S. Kim, S. Park, S. Jung, J. Kim
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications
IEEE Transactions on Intelligent Transportation Systems (2023) W. J. Yun, S. Park, J. Kim, D. Mohaisen
Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery
IEEE/KICS Journal of Communications and Networks (2022) H. Lee, S. Kwon, S. Jung, J. Kim
Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles
IEEE/KICS Journal of Communications and Networks (2022) W. J. Yun, M. Shin, S. Jung, S. Kwon, J. Kim
Stabilized Adaptive Sampling Control for Reliable Real-Time Learning-based Surveillance Systems
IEEE/KICS Journal of Communications and Networks (2021) D. Kim, S. Park, J. Kim, J. Y. Bang, S. Jung
Dynamic Video Delivery using Deep Reinforcement Learning for Device-to-Device Underlaid Cache-Enabled Internet-of-Vehicle Networks
IEEE/KICS Journal of Communications and Networks (2021) M. Choi, M. Shin, J. Kim
Self-Adaptive Power Control with Deep Reinforcement Learning for Millimeter-Wave Internet-of-Vehicles Video Caching
IEEE/KICS Journal of Communications and Networks (2020) D. Kwon, J. Kim, D. Mohaisen, W. Lee
Numerical Approximation of Millimeter-Wave Frequency Sharing between Cellular Systems and Fixed Service Systems
IEEE/KICS Journal of Communications and Networks (2020) S. Han, J.-W. Choi, J. Kim
Fast Millimeter-Wave Beam Training with Receive Beamforming
IEEE/KICS Journal of Communications and Networks (2014) J. Kim, A. F. Molisch
Joint Coding and Stochastic Data Transmission for Uplink Cloud Radio Access Networks
IEEE Communications Letters (2014) S.-N. Hong, J. Kim
A Low-Complexity Algorithm for Neighbor Discovery in Wireless Networks
IEEE Communications Letters (2014) S.-N. Hong, J. Kim
Fast and Low-Power Link Setup for IEEE 802.15.3c Multi-Gigabit/s Wireless Sensor Networks
IEEE Communications Letters (2014) J. Kim, A. Mohaisen, J.-K. Kim
Optimized Transmission Power Control of Interrogators for Collision Arbitration in UHF RFID Systems
IEEE Communications Letters (2007) J. Kim, W. Lee, E. Kim, D. Kim, K. Suh
Sensing-to-Sky Intermittent Connectivity Realization for LTE-Enabled Drone Platforms: Embedded Design, Measurement Study, and Positioning Applications
IEEE Access (IEEE Vehicular Technology Society Section) (2024) J. Kim, U. Jo, T. Kim, S. Jung, J. Kim
Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems using Slimmable Quantum Neural Networks
IEEE Access (IEEE Vehicular Technology Society Section) (2024) S. Park, S. Jung, J. Kim
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks
IEEE Access (IEEE Vehicular Technology Society Section) (2023) S. Park, C. Park, S. Jung, J.-H. Kim, J. Kim
Slimmable Federated Reinforcement Learning for Energy-Efficient Proactive Caching
IEEE/ACM Transactions on Networking (Revision) H. Baek, G. S. Kim, S. Park, A. F. Molisch, J. Kim
Joint Sustainable Control and Quantum Reinforcement Learning for Energy-Efficient Cube-Satellite Networks
IEEE Transactions on Mobile Computing (Revision) S. Park, G. S. Kim, S. Jung, Z. Han, J. Kim
Entanglement-Controlled Quantum Federated Learning
IEEE Internet of Things Journal (Revision) S. Park, H. Lee, S. Jung, J. Park, M. Bennis, J. Kim
Joint Quantum Reinforcement Learning and Neural Myerson Auction for High-Quality Digital-Twin Services in Multi-Tier Networks
IEEE Internet of Things Journal (Revision) S. Park, G. S. Kim, J. Kim
Privacy-Preserving Uncertainty Calibration using Perceptual Encryption in Cloud-Edge Collaborative Artificial Intelligence of Things
IEEE Internet of Things Journal (Revision) I. Ahmad, J. Kim, S. Shin
Joint Communication, Computing, and Control for Mission-Critical Multi-UAV Networks
IEEE Journal on Selected Areas in Communications (Review) G. S. Kim, S. Park, S. Jung, D. Mohaisen, J. Kim
Quantum Federated Aggregation: We Don’t Need to Get Everything
IEEE/ACM Transactions on Networking (Revision) J. Chung, C. Im, H. Baek, S. Park, J. Kim
Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks
IEEE Transactions on Mobile Computing (Review) G. S. Kim, Y. Cho, J. H. Chung, S. Park, S. Jung, Z. Han, J. Kim
Quantum Reinforcement Learning for Lightweight LEO Satellite Routing
IEEE Transactions on Mobile Computing (Review) G. S. Kim, S. Lee, I.-S. Cho, S. Park, J. Kim
Learning-based Aircraft Taxi Routing: Empirical Evaluation Study for Hartsfield-Jackson Atlanta International Airport
IEEE Transactions on Vehicular Technology (Review) G. S. Kim, S. Lee, S. Park, J. Kim

(IEEE Society-Representative Journals)

Hierarchical Deep Reinforcement Learning-based Propofol Infusion Assistant Framework in Anesthesia
IEEE Transactions on Neural Networks and Learning Systems (2024) W. J. Yun, M. Shin, D. Mohaisen, K. Lee, J. Kim
Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control
IEEE Transactions on Industrial Informatics (2022) W. J. Yun, S. Park, J. Kim, M. Shin, S. Jung, D. Mohaisen, J.-H. Kim
Cooperative Management for PV/ESS-Enabled Electric-Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach
IEEE Transactions on Industrial Informatics (2020) M. Shin, D.-H. Choi, J. Kim
Residential Demand Response for Renewable Energy Resources in Smart Grid Systems
IEEE Transactions on Industrial Informatics (2017) L. Park, Y. Jang, S. Cho, J. Kim
Energy-Efficient Dynamic Packet Downloading for Medical IoT Platforms
IEEE Transactions on Industrial Informatics (2015) J. Kim
Joint Geometric Unsupervised Learning and Truthful Auction for Local Energy Market
IEEE Transactions on Industrial Electronics (2019) L. Park, S. Jeong, J. Kim, S. Cho
TEI-ULP: Exploiting Body Biasing to Improve the TEI-Aware Ultra-Low Power Methods
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (2019) W. Lee, T. Kang, J.-J. Lee, K. Han, J. Kim, M. Pedram
Stochastic Decision Making for Adaptive Crowdsourcing in Medical Big-Data Platforms
IEEE Transactions on Systems, Man, and Cybernetics: Systems (2015) J. Kim, W. Lee
Joint Scalable Coding and Routing for 60 GHz Real-Time Live HD Video Streaming Applications
IEEE Transactions on Broadcasting (2013) J. Kim, Y. Tian, S. Mangold, A. F. Molisch
Securing Heterogeneous IoT with Intelligent DDoS Attack Behavior Learning
IEEE Systems Journal (2022) N.-N. Dao, T. V. Phan, U. Sa'ad, J. Kim, T. Bauschert, D.-T. Do, S. Cho
LiteZKP: Lightening Zero-Knowledge Proof-based Blockchains for IoT and Edge Platforms
IEEE Systems Journal (2022) E. Boo, J. Kim, J. Ko
Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks
IEEE Systems Journal (2021) S. Jung, J. Kim, J.-H. Kim
Multiscale LSTM-Based Deep Learning for Very-Short-Term Photovoltaic Power Generation Forecasting in Smart City Energy Management
IEEE Systems Journal (2021) D. Kim, D. Kwon, L. Park, J. Kim, S. Cho
Towards Characterizing Blockchain-based Cryptocurrencies for Highly-Accurate Predictions
IEEE Systems Journal (2020) M. Saad, J. Choi, D. Nyang, J. Kim, A. Mohaisen
Movement-Aware Vertical Handoff of WLAN and Mobile WiMAX for Seamless Ubiquitous Access
IEEE Transactions on Consumer Electronics (2007) W. Lee, E. Kim, J. Kim, I. Lee, C. Lee
Coverage-Time Optimized Dynamic Clustering of Networked Sensors for Pervasive Home Networking
IEEE Transactions on Consumer Electronics (2007) J. Kim, W. Lee, E. Kim, D.-W. Kim, H. Kim
Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework
IEEE Open Journal of the Computer Society (2023) H. Baek, R. Lee, S. Jung, J. Kim, S. Park
Enhancing Cost-Effective 5G Virtualized RAN Pooling Gain on Clouds: An Intelligent Auto-Scaling Approach
IEEE Access (2024) K. Cho, J. Kim, S. Jung
Quantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse
IEEE Access (2024) S. Park, H. Baek, J. Kim
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection
IEEE Access (2023) S. B. Son, S. Park, J. Kim
Audio-to-Visual Cross-Modal Generation of Birds
IEEE Access (2023) J. Y. Shim, J. Kim, J.-K. Kim
Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data
IEEE Access (2021) Y. J. Ha, M. Yoo, G. Lee, S. Jung, S. W. Choi, J. Kim, S. Yoo
Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles
IEEE Access (2021) S. Park, M. Choi, W.-Y. Shin, J. Kim
Blind Signal Classification Analysis and Impact on User Pairing and Power Allocation in Nonorthogonal Multiple Access
IEEE Access (2020) M. Choi, J. Kim
Soft Memory Box: A Virtual Shared Memory Framework for Fast Deep Neural Network Training in Distributed High Performance Computing
IEEE Access (2018) S. Ahn, J. Kim, E. Lim, S. Kang
A Software-based Monitoring Framework for Time-Space Partitioned Avionics Systems
IEEE Access (2017) C. Shin, C. Lim, J. Kim, H. Roh, W. Lee
Energy-Efficient Stabilized Automatic Control for Multicore Baseband in Millimeter-Wave Systems
IEEE Access (2017) J. Kim, J.-J. Lee, J.-K. Kim, W. Lee
Adaptive Resource Balancing for Serviceability Maximization in Fog Radio Access Networks
IEEE Access (2017) N.-N. Dao, J. Lee, D.-N. Vu, J. Paek, J. Kim, S. Cho, K.-S. Chung, C. Keum
Numerical Simulation Study for Frequency Sharing between Micro-Cellular Systems and Fixed Service Systems in Millimeter-Wave Bands
IEEE Access (2016) J. Kim, L. Xian, A. S. Sadri
Quantum Multi-Agent Reinforcement Learning for Joint Cube-Satellites and High-Altitude Long-Endurance Aerial Vehicles in SAGIN
IEEE Transactions on Aerospace and Electronic Systems (Review) G. S. Kim, Y. Cho, S. Park, S. Jung, J. Kim
Reliable Transpilation Control for Cloud-based Quantum Learning Systems
IEEE Transactions on Emerging Topics in Computing (Review) J. Y. Shim, X. Piao, S. Park, J. Kim, J.-K. Kim

(Journals)

Correlation-Assisted Spatio-Temporal Reinforcement Learning for Stock Revenue Maximization
Neural Networks (Elsevier) (Review since 23-Sep-2024) J. Chung, M. Kim, S. Min, H. Choi, S. Park, J. Kim
Multi-Resolution 3D Quantum Convolutional Neural Networks
Neurocomputing (Elsevier) (Review) S. Park, E. J. Roh, C. Im, J. Kim
Quantum Federated Learning with Pole-Angle Quantum Local Training and Trainable Measurement
Neural Networks (Elsevier) (Revision) S. Park, H. Lee, S. B. Son, S. Jung, J. Kim
Trends in Quantum Reinforcement Learning: State-of-the-Arts and the Road Ahead
ETRI Journal (Wiley) (2024) S. Park, J. Kim
AQUA: Analytics-driven Quantum Neural Network (QNN) User Assistance for Software Validation
Future Generation Computer Systems (Elsevier) (2024) S. Park, H. Baek, J. W. Yoon, Y. K. Lee, J. Kim
Stabilized Performance Maximization for GAN-based Real-Time Authentication Image Generation over Internet
Multimedia Tools and Applications (Springer) (2024) J. Y. Shim, S. Jung, J. Kim, J.-K. Kim
Two-Stage Architectural Fine-Tuning for Neural Architecture Search in Efficient Transfer Learning
IET Electronics Letters (2023) S. Park, S. B. Son, Y. K. Lee, S. Jung, J. Kim
Joint Frame Rate Adaptation and Object Recognition Model Selection for Stabilized Unmanned Aerial Vehicle Surveillance
ETRI Journal (Wiley) (2023) G. S. Kim, H. Lee, S. Park, J. Kim
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes
ETRI Journal (Wiley) (2023) S. Park, H. Lee, C. Park, S. Jung, M. Choi, J. Kim
Special Issue on Autonomous Unmanned Aerial/Ground Vehicles and their Applications
ETRI Journal (Wiley) (2023) J. Kim, Y.-C. Lee, J. H. Lee, J. S. Choi
Stereoscopic Scalable Quantum Convolutional Neural Networks
Neural Networks (Elsevier) (2023) H. Baek, W. J. Yun, S. Park, J. Kim
Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications
ICT Express (Elsevier) (2023) Y. Kwak, W. J. Yun, J. P. Kim, H. Cho, J. Park, M. Choi, S. Jung, J. Kim
Self-Adaptive End-to-End Resource Management for Real-Time Monitoring in Cyber-Physical Systems
Computer Networks (Elsevier) (2023) H.-C. Jo, H.-W. Jin, J. Kim
Truthful and Performance-Optimal Computation Outsourcing for Aerial Surveillance Platforms via Learning-based Auction
Computer Networks (Elsevier) (2023) S. Jung, J.-H. Kim, D. Mohaisen, J. Kim
Deep Reinforcement Learning-based Propofol Infusion with a 3,000-subject Dataset in Anesthesia
Computers in Biology and Medicine (Elsevier) (2023) W. J. Yun, M. Shin, S. Jung, J. Ko, H.-C. Lee, J. Kim
Trustworthy Handover in LEO Satellite Mobile Networks
ICT Express (Elsevier) (2022) S. Jung, M.-S. Lee, J. Kim, M. Y. Yun, J. Kim, J.-H. Kim
Dynamic Resource Scheduling for Real-Time Group Broadcasting in 6G Cellular Vehicular Networks
ITU Journal on Future and Evolving Technologies (2022) S. Jung, M. Levorato, J. Kim
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset
Scientific Reports (Nature) (2022) Y. J. Ha, G. Lee, M. Yoo, S. Jung, S. Yoo, J. Kim
Adaptive and Stabilized Real-Time Super-Resolution Control for UAV-Assisted Smart Harbor Surveillance Platforms
Journal of Real-Time Image Processing (Springer) (2021) S. Jung, J. Kim
Truthful Electric Vehicle Charging via Neural-Architectural Myerson Auction
ICT Express (Elsevier) (2021) H. Lee, S. Jung, J. Kim
Contra-*: Mechanisms for Countering Spam Attacks on Blockchain's Memory Pools
Journal of Network and Computer Applications (Elsevier) (2021) M. Saad, J. Kim, D. Nyang, D. Mohaisen
Distributed Deep Reinforcement Learning for Autonomous Aerial eVTOL Mobility in Drone Taxi Applications
ICT Express (Elsevier) (2021) W. J. Yun, S. Jung, J. Kim, J.-H. Kim
Empirically Comparing the Performance of Blockchain’s Consensus Algorithms
IET Blockchain (2021) A. Ahmad, A. Alabduljabbar, M. Saad, D. Nyang, J. Kim, D. Mohaisen
Simulation and Measurement: Feasibility Study of Tactile Internet Applications for mmWave Virtual Reality
ETRI Journal (Wiley) (2020) W. Na, N.-N. Dao, J. Kim, E.-S. Ryu, S. Cho
A Novel Network Virtualization based on Data Analytics in Connected Environment
Journal of Ambient Intelligence and Humanized Computing (Springer) (2020) K.-H. N. Bui, S. Cho, J. Jung, J. Kim, O-J. Lee, W. Na
Semantic Hashtag Relation Classification Using Co-occurrence Word Information
Wireless Personal Communications (Springer) (2019) S. Seo, J.-K. Kim, S.-I. Kim, J. Kim, J. Kim
Resource-Aware Relay Selection for Inter-Cell Interference Avoidance in 5G Heterogeneous Network for Internet of Things Systems
Future Generation Computer Systems (Elsevier) (2019) N.-N. Dao, M. Park, J. Kim, J. Paek, S. Cho
Thriving on Chaos: Proactive Detection of Command and Control Domains in Internet of Things-Scale Botnets using DRIFT
Transactions on Emerging Telecommunications Technologies (Wiley) (2019) J. Spaulding, J. Park, J. Kim, D. Nyang, A. Mohaisen
QoS Optimal Real-Time Video Streaming in Distributed Wireless Image-Sensing Platforms
Journal of Real-Time Image Processing (Springer) (2017) J. Kim, E.-S. Ryu
Stochastic Stable Buffer Control for Quality-Adaptive HEVC Video Transmission in Enterprise WLAN Architectures
Journal of Real-Time Image Processing (Springer) (2016) J. Kim, E.-S. Ryu
Interference Impacts on 60 GHz Real-Time Online Video Streaming in Wireless Smart TV Platforms
Multimedia Tools and Applications (Springer) (2015) J. Kim, S.-N. Hong
Error Concealment Mode Signaling for Robust Mobile Video Transmission
International Journal of Electronics and Communications (Elsevier) (2015) E.-S. Ryu, J. Kim
Dynamic Two-Stage Beam Training for Energy-Efficient Millimeter-Wave 5G Cellular Systems
Telecommunication Systems (Springer) (2015) J. Kim, S.-N. Hong
Adaptive Buffer Control for Distributed Autonomous Robust Routing in Mobile Surveillance Robots
Computers and Electrical Engineering (Elsevier) (2015) J. Kim, S.-N. Hong
Quality of Video Streaming in 38 GHz Millimetre-Wave Heterogeneous Cellular Networks
IET Electronics Letters (2014) J. Kim, E.-S. Ryu
Distributed Stochastic Buffering for Enterprise WLAN Architectures
IET Electronics Letters (2013) J. Kim, E.-S. Ryu