Journals
This is the selected journal publication list of Korea University AI and Mobility (AIM) Laboratory. As of today, our lab has 147 journals (among them, 112 publications are in IEEE).
(Review)
Reliable Transpilation Control for Cloud-based Quantum Learning Systems
IEEE Transactions on Emerging Topics in Computing (Review since 26-Jun-2024) J. Y. Shim, X. Piao, S. Park, J. Kim, J.-K. KimQuantum Multi-Agent Reinforcement Learning for Joint Cube-Satellites and High-Altitude Long-Endurance Aerial Vehicles in SAGIN
IEEE Transactions on Intelligent Vehicles (Review since 24-Jun-2024) G. S. Kim, Y. Cho, S. Park, S. Jung, J. KimPrivacy-Preserving Uncertainty Calibration using Perceptual Encryption in Cloud-Edge Collaborative Artificial Intelligence of Things
IEEE Internet of Things Journal (Review since 24-Jun-2024) I. Ahmad, J. Kim, S. Shin(Double Blind Review)
IEEE Transactions on Emerging Topics in Computational Intelligence (Review since 08-Jun-2024) C. Im, S. Park, J. KimSustainable Quantum Multi-Agent Cooperative Learning: Algorithms and Software Methods
IEEE Communications Magazine (Review since 06-Jun-2024) S. Park, J. KimQuantum Federated Learning with Pole-Angle Quantum Local Training and Trainable Measurement
Neural Networks (Elsevier) (Review since 02-Jun-2024) S. Park, H. Lee, S. B. Son, S. Jung, J. KimEntanglement-Controlled Quantum Federated Learning
IEEE Internet of Things Journal (Review since 01-Jun-2024) S. Park, H. Lee, S. Jung, J. Park, M. Bennis, J. KimQuantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks
IEEE Transactions on Mobile Computing (Review since 30-May-2024) G. S. Kim, Y. Cho, J. Chung, S. Park, S. Jung, Z. Han, J. KimMulti-Resolution 3D Quantum Convolutional Neural Networks
Neurocomputing (Elsevier) (Review since 10-May-2024) S. Park, E. J. Roh, C. Im, J. KimJoint Quantum Reinforcement Learning and Neural Myerson Auction for High-Quality Digital-Twin Services in Multi-Tier Networks
IEEE Internet of Things Journal (Review since 22-Apr-2024) S. Park, G. S. Kim, J. KimJoint Communication, Computing, and Control for Mission-Critical Multi-UAV Networks
IEEE Transactions on Vehicular Technology (Review since 22-Apr-2024) G. S. Kim, S. Park, S. Jung, D. Mohaisen, J. Kim(Double Blind Review)
IEEE Transactions on Neural Networks and Learning Systems (Review since 17-Apr-2024) H. Baek, J. Chung, S. Park, J. KimSlimmable Federated Reinforcement Learning for Energy-Efficient Proactive Caching
IEEE/ACM Transactions on Networking (Review since 05-Apr-2024) H. Baek, G. S. Kim, S. Park, A. F. Molisch, J. KimLearning-based Aircraft Taxi Routing: Empirical Evaluation Study for Hartsfield-Jackson Atlanta International Airport
IEEE Transactions on Intelligent Transportation Systems (Review since 30-Mar-2024) G. S. Kim, S. Lee, S. Park, J. KimQuantum Jump to Virtual Worlds: High-Quality Multiple Virtual Meta-Space Realization in Metaverse
IEEE Multimedia (Review since 25-Mar-2024) S. Park, J. Kim
(Revision, Working-in-Progress)
Intelligent Extra Resource Allocation for Cooperative Awareness Message Broadcasting in Cellular-V2X Networks
IEEE Transactions on Network and Service Management (Major Revision due on 12-Sep-2024; Review since 07-Apr-2024) S. Jung, J.-H. Kim, J. KimJoint Sustainable Control and Quantum Reinforcement Learning for Energy-Efficient Cube-Satellite Networks
IEEE Transactions on Mobile Computing (Resubmission Allowed since 20-Jun-2024; Review since 13-Apr-2024) S. Park, G. S. Kim, S. Jung, Z. Han, J. KimFast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications
IEEE Transactions on Mobile Computing (Major Revision due on 15-Aug-2024; Review since 13-Mar-2024) H. Baek, E. J. Roh, D. Kim, J. KimDynamic Software Testing for Run-Time Program Analysis in Quantum-based Autonomous Driving Applications
IEEE Communications Magazine (Resubmission Allowed; Awaiting Decision since 20-May2024; Awating Recommendation since 26-Apr-2024; Review since 25-Mar-2024) S. Park, J. KimQuantum Neural Network Software Testing, Analysis, and Code Optimization for Advanced IoT Systems: Design, Implementation, and Visualization
IEEE Communications Magazine (Resubmission Allowed; Major Revision Review since 04-Jan-2024; Review since 20-Aug-2023) S. Park, J. KimEnhancing Cost-Effective 5G Virtualized RAN Pooling Gain on Clouds: An Intelligent Auto-Scaling Approach
IEEE Access (Resubmission Allowed; Review since 23-Aug-2023) K. Cho, J. Kim, S. JungSensing-to-Sky Intermittent Connectivity Realization for LTE-Enabled Drone Platforms: Embedded Design, Measurement Study, and Positioning Applications
IEEE Access (IEEE Vehicular Technology Society Section) (Resubmission Allowed; Review since 27-Aug-2023) J. Kim, U. Jo, T. Kim, S. Jung, J. Kim
(Revision, Awaiting Decision)
Adaptive Quantum Federated Learning for Autonomous Surveillance Multi-Drone Networks
IEEE Transactions on Intelligent Vehicles (Resubmission Review since 22-Jun-2024; Resubmission Request since 16-Jun-2024; Resubmission Allowed since 12-Jun-2024; Awaiting Recommendation since 11-Jun-2024; Resubmission Review since 14-Apr-2024) S. Park, C. Park, S. Jung, J. KimMarkov Decision Policies for Distributed Angular Routing in LEO Mobile Satellite Constellation Networks
IEEE Internet of Things Journal (Resubmission Review since 10-Jun-2024; Review since 23-Aug-2023) S. Park, G. S. Kim, S. Jung, J. KimSpatio-Temporal Multi-Metaverse Dynamic Streaming for Hybrid Quantum-Classical Systems
IEEE/ACM Transactions on Networking (Major Revision Review since 01-May-2024; Major Revision due on 05-May-2024; Review since 02-Nov-2023) S. Park, H. Baek, J. KimThe Matrix: Quantum AI for Interacting Two Worlds in Prioritized Metaverse Spaces
IEEE Communications Magazine (Revision Review since 12-Feb-2024; Major Revision Review since 16-Nov-2023; Review since 04-Aug-2023) S. Park, H. Baek, J. KimQuantum Multi-Agent Reinforcement Learning is All You Need: Coordinated Global Access in Integrated TN/NTN Cube-Satellite Networks
IEEE Communications Magazine (Awaiting Decision since 16-Jul-2024; Awaiting Recommendation since 11-Jul-2024; Minor Revision Review since 27-Jun-2024; Minor Revision Decision on 24-Jun-2024; Awaiting Decision since 23-Jun-2024; Awaiting Recommendation since 16-Jun-2024; Major Revision Review since 13-May-2024; Major Revision due on 25-May-2024; Decision on 05-May-2024; Major Revision Review since 31-Mar-2024; Major Revision due on 03-Apr-2024; Review since 31-Dec-2023) S. Park, G. S. Kim, Z. Han, J. Kim
(Accepted)
Neural Myerson Auction for Truthful and Distributed Mobile Charging in UAV-Assisted Digital-Twin Networks
IEEE Transactions on Intelligent Vehicles, v(n):ppp-ppp, Month Year. S. Jung, H. Baek, J. Kim
DOI: 10.1109/TIV.2024.3396556
(2024)
Dynamic Quantum Federated Learning for UAV-based Autonomous Surveillance
IEEE Transactions on Vehicular Technology (Accept with Minor Changes) S. Park, S. B. Son, S. Jung, J. Kim
DOI: xxx (ACK: Samsung (50%), IITP (AI-Bots, 50%))Joint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in Metaverse
IEEE Transactions on Mobile Computing, 23(11):ppp-ppp, November 2024. S. Park, J. Chung, C. Park, S. Jung, M. Choi, S. Cho, J. Kim
DOI: 10.1109/TMC.2024.3407883 (ACK: IITP (2021-0-00467, 6G, 100%))AQUA: Analytics-driven Quantum Neural Network (QNN) User Assistance for Software Validation
Future Generation Computer Systems (Elsevier), 159:545-556, October 2024. S. Park, H. Baek, J. W. Yoon, Y. K. Lee, J. Kim
DOI: 10.1016/j.future.2024.05.047 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 50%))Trends in Quantum Reinforcement Learning: State-of-the-Arts and the Road Ahead
ETRI Journal (Wiley), v(n):ppp-ppp, October 2024. S. Park, J. Kim
(Invited Article: Special Issue on Next-Gen AI and Quantum Technology)
DOI:ÂCooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach
IEEE Transactions on Network and Service Management, v(n):ppp-ppp, August 2024. J. Kim, S. Park, S. Jung, C. Cordeiro
DOI: 10.1109/TNSM.2024.3392393Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected Vehicles
IEEE Transactions on Vehicular Technology, 73(7):ppp-ppp, July 2024. S. Park, C. Park, S. Jung, M. Choi, J. Kim
DOI: 10.1109/TVT.2024.3384952 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 50%))Stabilized Performance Maximization for GAN-based Real-Time Authentication Image Generation over Internet
Multimedia Tools and Applications (Springer), 83(22):62045-62059, July 2024. J. Y. Shim, S. Jung, J. Kim, J.-K. Kim
DOI: 10.1007/s11042-023-15885-xQuantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation
IEEE Communications Magazine, 62(6):106-112, June 2024. S. Park, J. P. Kim, C. Park, S. Jung, J. Kim
DOI: 10.1109/MCOM.020.2300199 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 100%))Learning-Based Cooperative Mobility Control for Autonomous Drone-Delivery
IEEE Transactions on Vehicular Technology, 73(4):4870-4885, April 2024. S. Park, C. Park, J. Kim
DOI: 10.1109/TVT.2023.3330460 (ACK: IITP (AI-Bots, 100%))Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems using Slimmable Quantum Neural Networks
IEEE Access (IEEE Vehicular Technology Society Section), 12:58239-58247, April 2024. S. Park, S. Jung, J. Kim
DOI: 10.1109/ACCESS.2024.3392429Quantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse
IEEE Access, 12:54732-54744, April 2024. S. Park, H. Baek, J. Kim
DOI: 10.1109/ACCESS.2024.3390042 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 50%), IITP (2021-0-00467, 6G, 50%))Joint User Clustering, Beamforming, and Power Allocation for mmWave-NOMA with Imperfect SIC
IEEE Transactions on Wireless Communications, 23(3):2025-2038, March 2024. B. Lim, W. J. Yun, J. Kim, Y.-C. Ko
DOI: 10.1109/TWC.2023.3294530Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming using Adaptive Super-Resolution
IEEE Transactions on Green Communications and Networking, 8(1):103-117, March 2024. M. Choi, W. J. Yun, S. B. Son, S. Park, J. Kim
DOI: 10.1109/TGCN.2023.3319437 (ACK: IITP (AI-Bots, 50%))Intelligent Caching for Seamless High-Quality Streaming in Vehicular Networks: A Multi-Agent Reinforcement Learning Approach
IEEE Transactions on Intelligent Vehicles, 9(2):3672-3686, February 2024. M. Choi, T. Xiang, J. Kim
DOI: 10.1109/TIV.2023.3344478Hierarchical Deep Reinforcement Learning-based Propofol Infusion Assistant Framework in Anesthesia
IEEE Transactions on Neural Networks and Learning Systems, 35(2):2510-2521, February 2024. W. J. Yun, M. Shin, D. Mohaisen, K. Lee, J. Kim
DOI: 10.1109/TNNLS.2022.3190379 (ACK: IITP (2021-0-00766, NAS, 50%), NRF-Korea (2019M3E3A1084054, SQI, 50%))Learning Location from Shared Elevation Profiles in Fitness Apps: A Privacy Perspective
IEEE Transactions on Mobile Computing, 23(1):581-596, January 2024. U. Meteriz, N. F. Yildiran, J. Kim, D. Mohaisen
DOI: 10.1109/TMC.2022.3218148
(2023)
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks
IEEE/ACM Transactions on Networking, 31(6):2499-2514, December 2023. W. J. Yun, Y. Kwak, H. Baek, S. Jung, M. Ji, M. Bennis, J. Park, J. Kim
DOI: 10.1109/TNET.2022.3231864 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 50%), IITP (2021-0-00467, 6G, 50%))Two-Stage Architectural Fine-Tuning for Neural Architecture Search in Efficient Transfer Learning
IET Electronics Letters, 59(24):e13066, December 2023. S. Park, S. B. Son, Y. K. Lee, S. Jung, J. Kim
DOI: 10.1049/ell2.13066 (ACK: NRF-Korea (2021R1A4A1030775, BRL, 33%), IITP (2021-0-00766, NAS, 33%), IITP (AI-Bots, 33%))Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems
IEEE Internet of Things Journal, 10(22):20033-20048, November 2023. C. Park, W. J. Yun, J. P. Kim, T. K. Rodrigues, S. Park, S. Jung, J. Kim
DOI: 10.1109/JIOT.2023.3282908 (ACK: JSPS/NRF/NSFC A3 Foresight Program (100%))Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks
IEEE Transactions on Vehicular Technology, 72(11):14889-14905, November 2023. S. Jung, C. Park, M. Levorato, J.-H. Kim, J. Kim
DOI: 10.1109/TVT.2023.3283404 (ACK: NRF-Korea (2021R1A4A1030775, BRL, 100%))Joint Frame Rate Adaptation and Object Recognition Model Selection for Stabilized Unmanned Aerial Vehicle Surveillance
ETRI Journal (Wiley), 45(5):811-821, October 2023. G. S. Kim, H. Lee, S. Park, J. Kim
DOI: 10.4218/etrij.2023-0121 (ACK: IITP (AI-Bots, 50%), NRF-Korea (2019M3E3A1084054, SQI, 50%))Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes
ETRI Journal (Wiley), 45(5):735-745, October 2023. S. Park, H. Lee, C. Park, S. Jung, M. Choi, J. Kim
(Invited Article: Special Issue on Autonomous Unmanned Aerial/Ground Vehicles and their Applications)
DOI: 10.4218/etrij.2023-0132 (ACK: IITP (AI-Bots, 50%))Special Issue on Autonomous Unmanned Aerial/Ground Vehicles and their Applications
ETRI Journal (Wiley), 45(5):731-734, October 2023. J. Kim, Y.-C. Lee, J. H. Lee, J. S. Choi
DOI: 10.4218/etr2.12628EQuaTE: Efficient Quantum Train Engine for Run-Time Dynamic Analysis and Visual Feedback in Autonomous Driving
IEEE Internet Computing, 27(5):24-31, September-October 2023. S. Park, H. Feng, C. Park, Y. K. Lee, S. Jung, J. Kim
DOI: 10.1109/MIC.2023.3307395 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 100%))Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework
IEEE Open Journal of the Computer Society, 4:243-252, September 2023. H. Baek, R. Lee, S. Jung, J. Kim, S. Park
DOI: 10.1109/OJCS.2023.3312371 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 50%), NRF-Korea (2021R1A4A1030775, BRL, 50%))Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility
IEEE Transactions on Intelligent Vehicles, 8(8):4016-4030, August 2023. C. Park, G. S. Kim, S. Park, S. Jung, J. Kim
DOI: 10.1109/TIV.2023.3283235 (ACK: NRF-Korea (2021R1A4A1030775, BRL, 50%), IITP (2021-0-00467, 6G, 50%))Stereoscopic Scalable Quantum Convolutional Neural Networks
Neural Networks (Elsevier), 165:860-867, August 2023. H. Baek, W. J. Yun, S. Park, J. Kim
DOI: 10.1016/j.neunet.2023.06.027 (ACK: Samsung (50%), NRF-Korea (2022R1A2C2004869, QHD, 50%))Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management
IEEE Internet of Things Journal, 10(11):9942-9952, June 2023. W. J. Yun, J. P. Kim, S. Jung, J.-H. Kim, J. Kim
DOI: 10.1109/JIOT.2023.3234911 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 50%), NRF-Korea (2021R1A4A1030775, BRL, 50%))Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications
ICT Express (Elsevier), 9(3):486-491, June 2023. Y. Kwak, W. J. Yun, J. Â P. Kim, H. Cho, J. Park, M. Choi, S. Jung, J. Kim
DOI: 10.1016/j.icte.2022.08.004 (ACK: ITRC-Hanyang (IITP-2022-2017-0-01637, 100%))Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection
IEEE Access, 11:46892-46902, May 2023. S. B. Son, S. Park, J. Kim
DOI: 10.1109/ACCESS.2023.3275561 (ACK: IITP (2021-0-00766, NAS, 100%))Self-Adaptive End-to-End Resource Management for Real-Time Monitoring in Cyber-Physical Systems
Computer Networks (Elsevier), 225:109669, April 2023. H.-C. Jo, H.-W. Jin, J. Kim
DOI: 10.1016/j.comnet.2023.109669Truthful and Performance-Optimal Computation Outsourcing for Aerial Surveillance Platforms via Learning-based Auction
Computer Networks (Elsevier), 225:109651, April 2023. S. Jung, J.-H. Kim, D. Mohaisen, J. Kim
DOI: 10.1016/j.comnet.2023.109651Deep Reinforcement Learning-based Propofol Infusion with a 3,000-subject Dataset in Anesthesia
Computers in Biology and Medicine (Elsevier), 156:106739, April 2023. W. J. Yun, M. Shin, S. Jung, J. Ko, H.-C. Lee, J. Kim
DOI: 10.1016/j.compbiomed.2023.106739 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 33%))Audio-to-Visual Cross-Modal Generation of Birds
IEEE Access, 11:27719-27729, March 2023. J. Y. Shim, J. Kim, J.-K. Kim
DOI: 10.1109/ACCESS.2023.3257565Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks
IEEE Access (IEEE Vehicular Technology Society Section), 11:16533-16548, February 2023. S. Park, C. Park, S. Jung, J.-H. Kim, J. Kim
DOI: 10.1109/ACCESS.2023.3245829 (ACK: ADD (UD200027ED, 100%))Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications
IEEE Transactions on Intelligent Transportation Systems, 24(1):885-890, January 2023. W. J. Yun, S. Park, J. Kim, D. Mohaisen
DOI: 10.1109/TITS.2022.3211326 (ACK: IITP (2021-0-00467, 6G, 100%))
(2022)
Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery
IEEE/KICS Journal of Communications and Networks, 24(6):730-741, December 2022. H. Lee, S. Kwon, S. Jung, J. Kim
DOI: 10.23919/JCN.2022.000033 (ACK: ITRC-Hanyang (IITP-2022-2017-0-01637, 50%))Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles
IEEE/KICS Journal of Communications and Networks, 24(6):710-721, December 2022. W. J. Yun, M. Shin, S. Jung, S. Kwon, J. Kim
DOI: 10.23919/JCN.2022.000012 (ACK: ITRC-Hanyang (IITP-2022-2017-0-01637, 100%))Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control
IEEE Transactions on Industrial Informatics, 18(10):7086-7096, October 2022. W. J. Yun, S. Park, J. Kim, M. Shin, S. Jung, D. Mohaisen, J.-H. Kim
DOI:10.1109/TII.2022.3143175 (ACK: NRF-Korea (2021R1A4A1030775, BRL, 50%), NRF-Korea (2019M3E3A1084054, SQI, 50%))Trustworthy Handover in LEO Satellite Mobile Networks
ICT Express (Elsevier), 8(3):432-437, September 2022. S. Jung, M.-S. Lee, J. Kim, M. Y. Yun, J. Kim, J.-H. Kim
DOI: 10.1016/j.icte.2021.10.011Joint Pilot Design and Channel Estimation using Deep Residual Learning for Multi-Cell Massive MIMO under Hardware Impairments
IEEE Transactions on Vehicular Technology, 71(7):7599-7612, July 2022. B. Lim, W. J. Yun, J. Kim, Y.-C. Ko
DOI: 10.1109/TVT.2022.3170556Dynamic Resource Scheduling for Real-Time Group Broadcasting in 6G Cellular Vehicular Networks
ITU Journal on Future and Evolving Technologies, 3(1):81-88, July 2022. S. Jung, M. Levorato, J. Kim
DOI: 10.52953/CBBH2039 (ACK: NRF-Korea (2022R1A2C2004869, QHD, 50%), ITRC-Hanyang (IITP-2022-2017-0-01637, 50%))Securing Heterogeneous IoT with Intelligent DDoS Attack Behavior Learning
IEEE Systems Journal, 16(2):1974-1983, June 2022. N.-N. Dao, T. V. Phan, U. Sa'ad, J. Kim, T. Bauschert, D.-T. Do, S. Cho
DOI: 10.1109/JSYST.2021.3084199Recent and Future Evolution of Wi-Fi
IEEE Communications Standards Magazine, 6(2):8-11, June 2022. E. Au, L. Wilhelmsson, T. Baykas, J. Kim
DOI: 10.1109/MCOMSTD.2022.9855241Supremo: Cloud-Assisted Low-Latency Super-Resolution in Mobile Devices
IEEE Transactions on Mobile Computing, 21(5):1847-1860, May 2022. J. Yi, S. Kim, J. Kim, S. Choi
DOI: 10.1109/TMC.2020.3025300 (ACK: ITRC-Hanyang (IITP-2020-2017-0-01637, 50%), IITP/MSIT (2018-0-00170, PriMO5G, 50%))Stabilized Detection Accuracy Maximization using Adaptive SAR Image Processing in LEO Networks
IEEE Transactions on Vehicular Technology, 71(5):5661-5665, May 2022. K. Kim, J.-H. Lee, S. Jung, J. Kim, J.-H. Kim
DOI: 10.1109/TVT.2022.3154604 (ACK: NRF-Korea (2021R1A4A1030775, BRL, 50%))LiteZKP: Lightening Zero-Knowledge Proof-based Blockchains for IoT and Edge Platforms
IEEE Systems Journal, 16(1):112-123, March 2022. E. Boo, J. Kim, J. Ko
DOI: 10.1109/JSYST.2020.3048363Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles
IEEE Transactions on Vehicular Technology, 71(2):2002-2017, February 2022. W. J. Yun, D. Kwon, M. Choi, J. Kim, G. Caire, A. F. Molisch
DOI: 10.1109/TVT.2021.3134457 (ACK: NRF-Korea (2021R1A4A1030775, BRL, 33%))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), 12:1534, January 2022. Y. J. Ha, G. Lee, M. Yoo, S. Jung, S. Yoo, J. Kim
DOI: 10.1038/s41598-022-05615-y (ACK: NRF-Korea (2019R1A2C4070663, mmWave, 100%))
(2021)
Adaptive and Stabilized Real-Time Super-Resolution Control for UAV-Assisted Smart Harbor Surveillance Platforms
Journal of Real-Time Image Processing (Springer), 18(5):1815-1825, October 2021. S. Jung, J. Kim
DOI: 10.1007/s11554-021-01163-2 (ACK: MHW (HI19C0842, DisTIL, 100%))Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks
IEEE Systems Journal, 15(3):4293-4302, September 2021. S. Jung, J. Kim, J.-H. Kim
DOI: 10.1109/JSYST.2020.3014231 (ACK: ITRC-Hanyang (IITP-2020-2017-0-01637, 100%))Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data
IEEE Access, 9:121046-121059, September 2021. Y. J. Ha, M. Yoo, G. Lee, S. Jung, S. W. Choi, J. Kim, S. Yoo
DOI: 10.1109/ACCESS.2021.3108455 (ACK: MHW (HI19C0572, CDM, 100%))Infrastructure-Assisted On-Driving Experience Sharing for Millimeter-Wave Connected Vehicles
IEEE Transactions on Vehicular Technology, 70(8):7307-7321, August 2021. S. Jung, J. Kim, M. Levorato, C. Cordeiro, J.-H. Kim
DOI: 10.1109/TVT.2021.3094806 (ACK: NRF-Korea (2021R1A4A1030775, BRL, 50%), ITRC-Hanyang (IITP-2020-2017-0-01637, 50%))A Personalized Preference Learning Framework for Caching in Mobile Networks
IEEE Transactions on Mobile Computing, 20(6):2124-2139, June 2021. A. Malik, J. Kim, K. S. Kim, W.-Y. Shin
DOI: 10.1109/TMC.2020.2975786Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems
IEEE Transactions on Vehicular Technology, 70(6):5362-5377, June 2021. S. Jung, W. J. Yun, M. Shin, J. Kim, J.-H. Kim
DOI: 10.1109/TVT.2021.3062418Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles
IEEE Access, 9:94053-94063, June 2021. S. Park, M. Choi, W.-Y. Shin, J. Kim
DOI: 10.1109/ACCESS.2021.3093431 (ACK: IITP/MSIT (2018-0-00170, PriMO5G, 25%))Truthful Electric Vehicle Charging via Neural-Architectural Myerson Auction
ICT Express (Elsevier), 7(2):196-199, June 2021. H. Lee, S. Jung, J. Kim
DOI: 10.1016/j.icte.2021.03.009 (ACK: NRF-Korea (2019M3E3A1084054, SQI, 33%), NRF-Korea (2019R1A2C4070663, mmWave, 33%), KU-FRG)Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications
Proceedings of the IEEE, 109(5):796-819, May 2021. J. Park, S. Samarakoon, A. Elgabli, J. Kim, M. Bennis, S.-L. Kim, M. Debbah
DOI: 10.1109/JPROC.2021.3055679Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands
IEEE Transactions on Wireless Communications, 20(4):2685-2699, April 2021. M. Choi, A. F. Molisch, D.-J. Han, D. Kim, J. Kim, J. Moon
DOI: 10.1109/TWC.2020.3044076 (ACK: IITP/MSIT (2018-0-00170, PriMO5G, 50%))Stabilized Adaptive Sampling Control for Reliable Real-Time Learning-based Surveillance Systems
IEEE/KICS Journal of Communications and Networks, 23(2):129-137, April 2021. D. Kim, S. Park, J. Kim, J. Y. Bang, S. Jung
DOI: 10.23919/JCN.2021.000009 (ACK: NRF-Korea (2019R1A2C4070663, mmWave, 50%), KU-FRG)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, 23(2):117-128, April 2021. M. Choi, M. Shin, J. Kim
DOI: 10.23919/JCN.2021.000006 (ACK: NRF-Korea (2019R1A2C4070663, mmWave, 50%))Contra-*: Mechanisms for Countering Spam Attacks on Blockchain's Memory Pools
Journal of Network and Computer Applications (Elsevier), 179:102971, April 2021. M. Saad, J. Kim, D. Nyang, D. Mohaisen
DOI: 10.1016/j.jnca.2020.102971Multiscale LSTM-Based Deep Learning for Very-Short-Term Photovoltaic Power Generation Forecasting in Smart City Energy Management
IEEE Systems Journal, 15(1):346-354, March 2021. D. Kim, D. Kwon, L. Park, J. Kim, S. Cho
DOI: 10.1109/JSYST.2020.3007184 (ACK: ITRC-Hanyang (IITP-2020-2017-0-01637, 50%))Distributed Deep Reinforcement Learning for Autonomous Aerial eVTOL Mobility in Drone Taxi Applications
ICT Express (Elsevier), 7(1):1-4, March 2021. W. J. Yun, S. Jung, J. Kim, J.-H. Kim
DOI: 10.1016/j.icte.2021.01.005 (ACK: NRF-Korea (2019R1A2C4070663, mmWave, 50%), KU-FRG)Empirically Comparing the Performance of Blockchain’s Consensus Algorithms
IET Blockchain, 1(1):56-64, March 2021. A. Ahmad, A. Alabduljabbar, M. Saad, D. Nyang, J. Kim, D. Mohaisen
DOI: 10.1049/blc2.12007
(2020)
Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching Networks
IEEE Transactions on Wireless Communications, 19(12):7810-7824, December 2020. M. Choi, A. F. Molisch, J. Kim
(IEEE ComSoc MMTC Best Journal Paper Award)
DOI: 10.1109/TWC.2020.3016562 (ACK: ITRC-Hanyang (IITP-2020-2017-0-01637, 50%))Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks
IEEE Internet of Things Journal, 7(10):9895-9903, October 2020. D. Kwon, J. Jeon, S. Park, J. Kim, S. Cho
DOI: 10.1109/JIOT.2020.2988033 ((ACK: NRF-Korea (2019M3E4A1080391, QAOA, 50%), IITP/MSIP (2017-0-00068, ETRI, 50%))Self-Adaptive Power Control with Deep Reinforcement Learning for Millimeter-Wave Internet-of-Vehicles Video Caching
IEEE/KICS Journal of Communications and Networks, 22(4):326-337, August 2020. D. Kwon, J. Kim, D. Mohaisen, W. Lee
DOI: 10.1109/JCN.2020.000022 (ACK: ITRC-Hanyang (IITP-2020-2017-0-01637, 50%), ITRC-Kookmin (IITP-2018-0-01396, 50%))Blind Signal Classification Analysis and Impact on User Pairing and Power Allocation in Nonorthogonal Multiple Access
IEEE Access, 8:100916-100929, June 2020. M. Choi, J. Kim
DOI: 10.1109/ACCESS.2020.2999362Cooperative Management for PV/ESS-Enabled Electric-Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach
IEEE Transactions on Industrial Informatics, 16(5):3493-3503, May 2020. M. Shin, D.-H. Choi, J. Kim
DOI: 10.1109/TII.2019.2944183 (ACK: NRF-Korea (2019R1A2C4070663, mmWave, 50%))Simulation and Measurement: Feasibility Study of Tactile Internet Applications for mmWave Virtual Reality
ETRI Journal (Wiley), 42(2):163-174, April 2020. W. Na, N.-N. Dao, J. Kim, E.-S. Ryu, S. Cho
DOI: 10.4218/etrij.2019-0284Towards Characterizing Blockchain-based Cryptocurrencies for Highly-Accurate Predictions
IEEE Systems Journal, 14(1):321-332, March 2020. M. Saad, J. Choi, D. Nyang, J. Kim, A. Mohaisen
(IEEE Systems Journal Best Paper Award) (Top 7 among 793 accepted papers in 2019, Top 0.88%)
DOI: 10.1109/INFCOMW.2018.8406859 (ACK: NRF-Korea (2017R1A4A1015675, BRL, 33%), CAU (International Collaboration Program))Numerical Approximation of Millimeter-Wave Frequency Sharing between Cellular Systems and Fixed Service Systems
IEEE/KICS Journal of Communications and Networks, 22(1):37-45, February 2020. S. Han, J.-W. Choi, J. Kim
DOI: 10.1109/JCN.2020.000001 (ACK: KU-COE)A Novel Network Virtualization based on Data Analytics in Connected Environment
Journal of Ambient Intelligence and Humanized Computing (Springer), 11(1):75-86, January 2020. K.-H. N. Bui, S. Cho, J. Jung, J. Kim, O-J. Lee, W. Na
DOI: 10.1007/s12652-018-1083-x (ACK: NRF-Korea (2017R1A4A1015675, BRL, 100%))
(2019)
Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks
IEEE Transactions on Wireless Communications, 18(12):5705-5718, December 2019. M. Choi, A. No, M. Ji, J. Kim
DOI: 10.1109/TWC.2019.2938755 (ACK: IITP/MSIT (2018-0-00170, PriMO5G, 33%))Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access Networks
IEEE Transactions on Wireless Communications, 18(10):4846-4858, October 2019. M. Choi, J. Kim, J. Moon
DOI: 10.1109/TWC.2019.2929809 (ACK: IITP/MSIP (2017-0-00068, ETRI, 100%))Two-Stage IoT Device Scheduling with Dynamic Programming for Energy Internet Systems
IEEE Internet of Things Journal, 6(5):8782-8791, October 2019. L. Park, C. Lee, J. Kim, A. Mohaisen, S. Cho
DOI: 10.1109/JIOT.2019.2923432 (ACK: NRF-Korea (2017R1A4A1015675, BRL, 50%))Blind Signal Classification for Non-Orthogonal Multiple Access in Vehicular Networks
IEEE Transactions on Vehicular Technology, 68(10):9722-9734, October 2019. M. Choi, D. Yoon, J. Kim
DOI: 10.1109/TVT.2019.2932407 (ACK: IITP/MSIT (2018-0-00170, PriMO5G, 100%))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, 38(9):1758-1770, September 2019. W. Lee, T. Kang, J.-J. Lee, K. Han, J. Kim, M. Pedram
DOI: 10.1109/TCAD.2018.2859240Semantic Hashtag Relation Classification Using Co-occurrence Word Information
Wireless Personal Communications (Springer), 107(3):1355-1365, August 2019. S. Seo, J.-K. Kim, S.-I. Kim, J. Kim, J. Kim
DOI: 10.1007/s11277-018-5745-ySeamless Dynamic Adaptive Streaming in LTE/Wi-Fi Integrated Network under Smartphone Resource Constraints
IEEE Transactions on Mobile Computing, 18(7):1647-1660, July 2019. J. Koo, J. Yi, J. Kim, M. A. Hoque, S. Choi
DOI: 10.1109/TMC.2018.2863234Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks
IEEE Transactions on Vehicular Technology, 68(5):4235-4248, May 2019. M. Shin, J. Kim, M. Levorato
DOI: 10.1109/TVT.2019.2903144 (ACK: CAU (GRS for MyungJae Shin), IITP/MSIT (2018-0-00170, PriMO5G, 50%))Resource-Aware Relay Selection for Inter-Cell Interference Avoidance in 5G Heterogeneous Network for Internet of Things Systems
Future Generation Computer Systems (Elsevier), 93:877-887, April 2019. N.-N. Dao, M. Park, J. Kim, J. Paek, S. Cho
DOI: 10.1016/j.future.2018.03.037 (ACK: NRF-Korea (2017R1A4A1015675, BRL, 50%))Thriving on Chaos: Proactive Detection of Command and Control Domains in Internet of Things-Scale Botnets using DRIFT
Transactions on Emerging Telecommunications Technologies (Wiley), 30(4):e3505, April 2019. J. Spaulding, J. Park, J. Kim, D. Nyang, A. Mohaisen
DOI: 10.1002/ett.3505 (ACK: CAU (International Collaboration Program))New Challenges of Wireless Power Transfer and Secured Billing for Internet of Electric Vehicles
IEEE Communications Magazine, 57(3):118-124, March 2019. L. Park, S. Jeong, D. S. Lakew, J. Kim, S. Cho
DOI: 10.1109/MCOM.2018.1800291Joint Geometric Unsupervised Learning and Truthful Auction for Local Energy Market
IEEE Transactions on Industrial Electronics, 66(2):1499-1508, February 2019. L. Park, S. Jeong, J. Kim, S. Cho
DOI: 10.1109/TIE.2018.2849979 (ACK: KEPCO (R17XA05-41, 50%))
(2018)
Internet of Things for Smart Manufacturing System: Trust Issues in Resource Allocation
IEEE Internet of Things Journal, 5(6):4418-4427, December 2018. S. Jeong, W. Na, J. Kim, S. Cho
DOI: 10.1109/TIE.2018.2849979 (ACK: NRF-Korea (2017R1A4A1015675, BRL, 50%))SGCO: Stabilized Green Crosshaul Orchestration for Dense IoT Offloading Services
IEEE Journal on Selected Areas in Communications, 36(11):2538-2548, November 2018. N.-N. Dao, D.-N. Vu, W. Na, J. Kim, S. Cho
DOI: 10.1109/JSAC.2018.2874124Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements
IEEE Journal on Selected Areas in Communications, 36(6):1245-1257, June 2018. M. Choi, J. Kim, J. Moon
DOI: 10.1109/JSAC.2018.2844980 (ACK: NRF-Korea (2017R1A4A1015675, BRL, 50%))Soft Memory Box: A Virtual Shared Memory Framework for Fast Deep Neural Network Training in Distributed High Performance Computing
IEEE Access, 6:26493-26504, May 2018. S. Ahn, J. Kim, E. Lim, S. Kang
DOI: 10.1109/ACCESS.2018.2834146 (ACK: IITP/MSIT (2016-0-00087, ETRI, 100%))Adaptive Detector Selection for Queue-Stable Word Error Rate Minimization in Connected Vehicle Receiver Design
IEEE Transactions on Vehicular Technology, 67(4):3635-3639, April 2018. M. Choi, J. Kim, J. Moon
DOI: 10.1109/TVT.2017.2776327 (ACK: NRF-Korea (2016R1C1B1015406, 100%))Energy-Efficient Mobile Charging for Wireless Power Transfer in Internet of Things Networks
IEEE Internet of Things Journal, 5(1):79-92, February 2018. W. Na, J. Park, C. Lee, K. Park, J. Kim, S. Cho
DOI: 10.1109/JIOT.2017.2772318
(2017)
Residential Demand Response for Renewable Energy Resources in Smart Grid Systems
IEEE Transactions on Industrial Informatics, 13(6):3165-3173, December 2017. L. Park, Y. Jang, S. Cho, J. Kim
DOI: 10.1109/TII.2017.2704282Feasibility Study of 60 GHz Millimeter-Wave Technologies for Hyperconnected Fog Computing Applications
IEEE Internet of Things Journal, 4(5):1165-1173, October 2017. J. Kim, W. Lee
DOI: 10.1109/JIOT.2017.2672778 (ACK: NRF-Korea (2016R1C1B1015406, 33%))A Software-based Monitoring Framework for Time-Space Partitioned Avionics Systems
IEEE Access, 5:19132-19143, September 2017. C. Shin, C. Lim, J. Kim, H. Roh, W. Lee
DOI: 10.1109/ACCESS.2017.2755638QoS Optimal Real-Time Video Streaming in Distributed Wireless Image-Sensing Platforms
Journal of Real-Time Image Processing (Springer), 13(3):547-556, September 2017. J. Kim, E.-S. Ryu
DOI: 10.1007/s11554-016-0629-4 (ACK: NRF-Korea (2016R1C1B1015406, 50%))Energy-Efficient Stabilized Automatic Control for Multicore Baseband in Millimeter-Wave Systems
IEEE Access, 5:16584-16591, August 2017. J. Kim, J.-J. Lee, J.-K. Kim, W. Lee
DOI: 10.1109/ACCESS.2017.2741671 (ACK: NRF-Korea (2017R1A4A1015675, BRL, 50%))Adaptive Resource Balancing for Serviceability Maximization in Fog Radio Access Networks
IEEE Access, 5:14548-14559, June 2017. N.-N. Dao, J. Lee, D.-N. Vu, J. Paek, J. Kim, S. Cho, K.-S. Chung, C. Keum
DOI: 10.1109/ACCESS.2017.2712138The Useful Impact of Carrier Aggregation: A Measurement Study in South Korea for Commercial LTE-Advanced Networks
IEEE Vehicular Technology Magazine, 12(1):55-62, March 2017. S. Lee, S. Hyeon, J. Kim, H. Roh, W. Lee
DOI: 10.1109/MVT.2016.2604409
(2016)
Performance of Video Streaming in Infrastructure-to-Vehicle Telematic Platforms With 60-GHz Radiation and IEEE 802.11ad Baseband
IEEE Transactions on Vehicular Technology, 65(12):10111-10115, December 2016. J. Kim, S.-C. Kwon, G. Choi
DOI: 10.1109/TVT.2016.2547943 (ACK: CAU (New Faculty Support Program, 100%))Numerical Simulation Study for Frequency Sharing between Micro-Cellular Systems and Fixed Service Systems in Millimeter-Wave Bands
IEEE Access, 4:9847-9859, December 2016. J. Kim, L. Xian, A. S. Sadri
DOI: 10.1109/ACCESS.2016.2641450 (ACK: Intel (50%), NRF-Korea (2016R1C1B1015406, 50%))Quality-Aware Streaming and Scheduling for Device-to-Device Video Delivery
IEEE/ACM Transactions on Networking, 24(4):2319-2331, August 2016. J. Kim, G. Caire, A. F. Molisch
(Best Reading Papers in Device-to-Device Communications by IEEE Communications Society, Link)
DOI: 10.1109/TNET.2015.2452272 (ACK: Video Aware Wireless Networks (VAWN) Research Program (organized by Intel Labs, Cisco Systems, and Verizon Wireless), NSF (CCF-1423140), NSF (CNS-1457340))Stochastic Stable Buffer Control for Quality-Adaptive HEVC Video Transmission in Enterprise WLAN Architectures
Journal of Real-Time Image Processing (Springer), 12(2):465-471, August 2016. J. Kim, E.-S. Ryu
DOI: 10.1007/s11554-015-0501-y
(2015)
Energy-Efficient Dynamic Packet Downloading for Medical IoT Platforms
IEEE Transactions on Industrial Informatics, 11(6):1653-1659, December 2015. J. Kim
DOI: 10.1109/TII.2015.2434773Stochastic Decision Making for Adaptive Crowdsourcing in Medical Big-Data Platforms
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 45(11):1471-1476, November 2015. J. Kim, W. Lee
DOI: 10.1109/TSMC.2015.2415463Interference Impacts on 60 GHz Real-Time Online Video Streaming in Wireless Smart TV Platforms
Multimedia Tools and Applications (Springer), 74(19):8613-8629, October 2015. J. Kim, S.-N. Hong
DOI: 10.1007/s11042-014-2349-8Error Concealment Mode Signaling for Robust Mobile Video Transmission
International Journal of Electronics and Communications (Elsevier), 69(7):1070-1073, July 2015. E.-S. Ryu, J. Kim
DOI: 10.1016/j.aeue.2015.03.008Dynamic Two-Stage Beam Training for Energy-Efficient Millimeter-Wave 5G Cellular Systems
Telecommunication Systems (Springer), 59(1):111-122, May 2015. J. Kim, S.-N. Hong
DOI: 10.1007/s11235-014-9891-6Adaptive Buffer Control for Distributed Autonomous Robust Routing in Mobile Surveillance Robots
Computers and Electrical Engineering (Elsevier), 43:306-316, April 2015. J. Kim, S.-N. Hong
DOI: 10.1016/j.compeleceng.2014.10.014
(2014)
Fast Millimeter-Wave Beam Training with Receive Beamforming
IEEE/KICS Journal of Communications and Networks, 16(5):512-522, October 2014. J. Kim, A. F. Molisch
DOI: 10.1109/JCN.2014.000090 (ACK: Intel Research)Quality of Video Streaming in 38 GHz Millimetre-Wave Heterogeneous Cellular Networks
IET Electronics Letters, 50(21):1526-1528, October 2014. J. Kim, E.-S. Ryu
DOI: 10.1049/el.2014.2239Joint Coding and Stochastic Data Transmission for Uplink Cloud Radio Access Networks
IEEE Communications Letters, 18(9):1619-1622, September 2014. S.-N. Hong, J. Kim
DOI: 10.1109/LCOMM.2014.2343614A Low-Complexity Algorithm for Neighbor Discovery in Wireless Networks
IEEE Communications Letters, 18(7):1119-1122, July 2014. S.-N. Hong, J. Kim
DOI: 10.1109/LCOMM.2014.2323253Fast and Low-Power Link Setup for IEEE 802.15.3c Multi-Gigabit/s Wireless Sensor Networks
IEEE Communications Letters, 18(3):455-458, March 2014. J. Kim, A. Mohaisen, J.-K. Kim
DOI: 10.1109/LCOMM.2014.012014.132659
(2013)
Joint Scalable Coding and Routing for 60 GHz Real-Time Live HD Video Streaming Applications
IEEE Transactions on Broadcasting, 59(3):500-512, September 2013. J. Kim, Y. Tian, S. Mangold, A. F. Molisch
DOI: 10.1109/TBC.2013.2273598Distributed Stochastic Buffering for Enterprise WLAN Architectures
IET Electronics Letters, 49(4):302-304, February 2013. J. Kim, E.-S. Ryu
DOI: 10.1049/el.2012.3837
(2007)
Movement-Aware Vertical Handoff of WLAN and Mobile WiMAX for Seamless Ubiquitous Access
IEEE Transactions on Consumer Electronics, 53(4):1268-1275, November 2007. W. Lee, E. Kim, J. Kim, I. Lee, C. Lee
(LG Electronics Outstanding Paper Award)
DOI: 10.1109/TCE.2007.4429211Coverage-Time Optimized Dynamic Clustering of Networked Sensors for Pervasive Home Networking
IEEE Transactions on Consumer Electronics, 53(2):433-441, May 2007. J. Kim, W. Lee, E. Kim, D.-W. Kim, H. Kim
DOI: 10.1109/TCE.2007.381712Optimized Transmission Power Control of Interrogators for Collision Arbitration in UHF RFID Systems
IEEE Communications Letters, 11(1):22-24, January 2007. J. Kim, W. Lee, E. Kim, D. Kim, K. Suh
DOI: 10.1109/LCOMM.2007.061322