Journals & Top-Conferences
This is the selected publication list of journals and top-tier conferences at Korea University AI and Mobility (AIM) Laboratory. As of today, our lab has 131 journals and top-conferences (120 journals and 11 top-conferences including CIKM'23, CIKM'23, AAAI'23, CIKM'22, WiOpt'22, INFOCOM'22, ICDCS'20, IJCAI'19, ICDCS'18, MM'17, MobiSys'10).
(Korea University)
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. KimNeural 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. KimJoint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in Metaverse
IEEE Transactions on Mobile Computing, v(n):ppp-ppp, November 2024. S. Park, J. Chung, C. Park, S. Jung, M. Choi, S. Cho, J. KimAQUA: 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. KimTrends 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)Cooperative 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. CordeiroAge-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. KimStabilized 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. KimQuantum 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. KimLearning-Based Cooperative Mobility Control for Autonomous Drone-Delivery
IEEE Transactions on Vehicular Technology, 73(4):4870-4885, April 2024. S. Park, C. Park, J. KimDynamic 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. KimQuantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse
IEEE Access, 12:54732-54744, April 2024. S. Park, H. Baek, J. KimJoint 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. KoJoint 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. KimIntelligent 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. KimHierarchical 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. KimLearning 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. MohaisenSlimFL: 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. KimTwo-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. KimQuantum 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. KimTwo-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. KimQuantum Split Learning for Privacy-Preserving Information Management
ACM Conference on Information and Knowledge Management (CIKM), Birmingham, United Kingdom, October 2023. S. Park, H. Baek, J. Kim
(Acceptance Rate (short): 152/554=27.44%)Logarithmic Dimension Reduction for Quantum Neural Networks
ACM Conference on Information and Knowledge Management (CIKM), Birmingham, United Kingdom, October 2023. H. Baek, S. Park, J. Kim
(Acceptance Rate (short): 152/554=27.44%)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. KimTwo 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)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. ChoiEQuaTE: 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. KimReal-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. ParkMulti-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. KimStereoscopic Scalable Quantum Convolutional Neural Networks
Neural Networks (Elsevier), 165:860-867, August 2023. H. Baek, W. J. Yun, S. Park, J. KimQuantum 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. KimQuantum Distributed Deep Learning Architectures: Models, Discussions, and Applications
ICT Express (Elsevier), 9(3):486-491, June 2023. Y. Kwak, W. J. Yun, J. P. Kim, H. Cho, J. Park, M. Choi, S. Jung, J. KimEntropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection
IEEE Access, 11:46892-46902, May 2023. S. B. Son, S. Park, J. KimSelf-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. KimTruthful 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. KimDeep 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. KimAudio-to-Visual Cross-Modal Generation of Birds
IEEE Access, 11:27719-27729, March 2023. J. Y. Shim, J. Kim, J.-K. KimQuantum Multi-Agent Meta Reinforcement Learning
AAAI Conference on Artificial Intelligence (AAAI), Washington DC, USA, February 2023. W. J. Yun, J. Park, J. Kim
(Acceptance Rate: 1721/8777=19.61%)Workload-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. KimSelf-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. MohaisenNeural 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. KimParallelized 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. KimHierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly
ACM Conference on Information and Knowledge Management (CIKM), Atlanta, GA, USA, October 2022. W. J. Yun, D. Mohaisen, S. Jung, J.-K. Kim, J. Kim
(Acceptance Rate (applied research): 91/307=29.64%)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. KimCooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-Resolution
IEEE International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Turin, Italy, September 2022. M. Choi, W. J. Yun, J. KimTrustworthy 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. KimJoint 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. KoDynamic 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. KimSecuring 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. ChoRecent and Future Evolution of Wi-Fi
IEEE Communications Standards Magazine, 6(2):8-11, June 2022. E. Au, L. Wilhelmsson, T. Baykas, J. KimJoint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks
IEEE Conference on Computer Communications (INFOCOM), Virtual, May 2022. H. Baek, W. J. Yun, Y. Kwak, S. Jung, M. Ji, M. Bennis, J. Park, J. Kim
(Acceptance Rate: 225/1129=19.93%)Supremo: 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. ChoiStabilized 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. KimLiteZKP: 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. KoQuality-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. MolischFeasibility 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. KimAdaptive 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. KimIntelligent 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. KimSpatio-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. YooInfrastructure-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. KimA 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. ShinOrchestrated 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. KimJoint 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. KimTruthful Electric Vehicle Charging via Neural-Architectural Myerson Auction
ICT Express (Elsevier), 7(2):196-199, June 2021. H. Lee, S. Jung, J. KimCommunication-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. DebbahProbabilistic 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. MoonStabilized 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. JungDynamic 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. KimContra-*: 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. MohaisenMultiscale 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. ChoDistributed 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. KimEmpirically 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. MohaisenJoint 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)Understanding the Potential Risks of Sharing Elevation Information on Fitness Applications
IEEE International Conference on Distributed Computing Systems (ICDCS), Singapore, November/December 2020. U. Meteriz, N. F. Yildiran, J. Kim, D. Mohaisen
(Acceptance Rate: 105/584=17.98%)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. ChoSelf-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. LeeBlind 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. KimCooperative 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. KimSimulation 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. ChoTowards 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%)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. KimMarkov 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. KimDynamic 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. MoonTwo-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. ChoBlind 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
(Chung-Ang University)
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. NaTEI-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. PedramRandomized Adversarial Imitation Learning for Autonomous Driving
Interational Joint Conference on Artificial Intelligence (IJCAI), Macau, China, August 2019. M. Shin, J. Kim
(Acceptance Rate: 850/4752=17.89%)Semantic 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. KimSeamless 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. ChoiAuction-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. LevoratoResource-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. ChoThriving 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. MohaisenNew 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. ChoJoint 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. ChoInternet 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. ChoSGCO: 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. ChoShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture
IEEE International Conference on Distributed Computing Systems (ICDCS), Vienna, Austria, July 2018. S. Ahn, J. Kim, E. Lim, W. Choi, A. Mohaisen, S. Kang
(Acceptance Rate: 78/378=20.63%)Wireless 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. MoonSoft 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. KangAdaptive 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. MoonEnergy-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. ChoResidential 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. KimREQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints
ACM Multimedia (MM), Mountain View, CA, USA, October 2017. J. Koo, J. Yi, J. Kim, M. A. Hoque, S. Choi
(Acceptance Rate: 189/684=27.63%)Feasibility 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. LeeA 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. LeeQoS 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. RyuEnergy-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. LeeAdaptive 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. KeumThe 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. LeePerformance 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. ChoiNumerical 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. SadriStochastic 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
(LG Electronics, USC, Intel)
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)Energy-Efficient Dynamic Packet Downloading for Medical IoT Platforms
IEEE Transactions on Industrial Informatics, 11(6):1653-1659, December 2015. J. KimStochastic 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. LeeInterference 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. HongError 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. KimDynamic 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. HongAdaptive 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. HongFast Millimeter-Wave Beam Training with Receive Beamforming
IEEE/KICS Journal of Communications and Networks, 16(5):512-522, October 2014. J. Kim, A. F. MolischQuality of Video Streaming in 38 GHz Millimetre-Wave Heterogeneous Cellular Networks
IET Electronics Letters, 50(21):1526-1528, October 2014. J. Kim, E.-S. RyuJoint Coding and Stochastic Data Transmission for Uplink Cloud Radio Access Networks
IEEE Communications Letters, 18(9):1619-1622, September 2014. S.-N. Hong, J. KimA Low-Complexity Algorithm for Neighbor Discovery in Wireless Networks
IEEE Communications Letters, 18(7):1119-1122, July 2014. S.-N. Hong, J. KimFast 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. KimJoint 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. MolischDistributed Stochastic Buffering for Enterprise WLAN Architectures
IET Electronics Letters, 49(4):302-304, February 2013. J. Kim, E.-S. RyuEnergy-Efficient Rate-Adaptive GPS-based Positioning for Smartphones
ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), San Francisco, CA, USA, June 2010. J. Paek, J. Kim, R. Govindan
(Acceptance Rate: 25/126=19.84%)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)Coverage-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. KimOptimized 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