Joongheon Kim

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 304

Top Venues

Publications

Soohyun Park, Hankyul Baek, Jung Won Yoon, Youn Kyu Lee, Joongheon Kim
AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation. Future Gener. Comput. Syst. 159 (2024)
Byungju Lim, Won Joon Yun, Joongheon Kim, Young-Chai Ko
Joint User Clustering, Beamforming, and Power Allocation for mmWave-NOMA With Imperfect SIC. IEEE Trans. Wirel. Commun. 23 (3) (2024)
Ülkü Meteriz-Yildiran, Necip Fazil Yildiran, Joongheon Kim, David Mohaisen
Learning Location From Shared Elevation Profiles in Fitness Apps: A Privacy Perspective. IEEE Trans. Mob. Comput. 23 (1) (2024)
JooYong Shim, Soyi Jung, Joongheon Kim, Jong-Kook Kim
Stabilized Performance Maximization for GAN-based Real-Time Authentication Image Generation over Internet. Multim. Tools Appl. 83 (22) (2024)
Hankyul Baek, Donghyeon Kim, Joongheon Kim
Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications. CoRR (2024)
Soohyun Park, Joongheon Kim
Quantum Neural Network Software Testing, Analysis, and Code Optimization for Advanced IoT Systems: Design, Implementation, and Visualization. CoRR (2024)
Minseok Choi, Won Joon Yun, Seok Bin Son, Soohyun Park, Joongheon Kim
Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming Using Adaptive Super-Resolution. IEEE Trans. Green Commun. Netw. 8 (1) (2024)
Soohyun Park, Hankyul Baek, Joongheon Kim
Quantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse. IEEE Access 12 (2024)
Gyu Seon Kim, Yeryeong Cho, Jaehyun Chung, Soohyun Park, Soyi Jung, Zhu Han, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks. CoRR (2024)
Won Joon Yun, Myungjae Shin, David Mohaisen, Kangwook Lee, Joongheon Kim
Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected Vehicles. IEEE Trans. Veh. Technol. 73 (7) (2024)
Soohyun Park, Chanyoung Park, Joongheon Kim
Learning-Based Cooperative Mobility Control for Autonomous Drone-Delivery. IEEE Trans. Veh. Technol. 73 (4) (2024)
Minseok Choi, Tiange Xiang, Joongheon Kim
Intelligent Caching for Seamless High-Quality Streaming in Vehicular Networks: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Intell. Veh. 9 (2) (2024)
Soohyun Park, Jae Pyoung Kim, Chanyoung Park, Soyi Jung, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation. IEEE Commun. Mag. 62 (6) (2024)
Soohyun Park, Soyi Jung, Joongheon Kim
Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems Using Slimmable Quantum Neural Networks. IEEE Access 12 (2024)
Joongheon Kim
Quantum Federated Learning for Vehicular Computing Scenarios. ICTC (2023)
Chanyoung Park, Haemin Lee, Won Joon Yun, Soohyun Park, Soyi Jung, Joongheon Kim
Poster: Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. ICDCS (2023)
Won Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee, Joongheon Kim
Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset. Comput. Biol. Medicine 156 (2023)
Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. CoRR (2023)
Hyunsoo Lee, Soohyun Park, Won Joon Yun, Soyi Jung, Joongheon Kim
Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems. CoRR (2023)
Chanyoung Park, Gyu Seon Kim, Soohyun Park, Soyi Jung, Joongheon Kim
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility. IEEE Trans. Intell. Veh. 8 (8) (2023)
Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. ICOIN (2023)
Soohyun Park, Jae Pyoung Kim, Chanyoung Park, Soyi Jung, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation. CoRR (2023)
Hankyul Baek, Won Joon Yun, Joongheon Kim
FV-Train: Quantum Convolutional Neural Network Training with a Finite Number of Qubits by Extracting Diverse Features (Student Abstract). AAAI (2023)
Joongheon Kim
Trends in Deep Reinforcement Learning for Distributed Coordination and Cooperation with Homogeneous Multi-Agents. ICTC (2023)
Soohyun Park, Hao Feng, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim
Demo: EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software Analysis. ICDCS (2023)
Ju-Hyung Lee, Joongheon Kim
Sionna: Introduction to Embedded Open-Source Semantic Communication Platforms. ICOIN (2023)
Hankyul Baek, Soohyun Park, Joongheon Kim
Logarithmic Dimension Reduction for Quantum Neural Networks. CIKM (2023)
Soohyun Park, Hao Feng, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim
EQuaTE: Efficient Quantum Train Engine for Runtime Dynamic Analysis and Visual Feedback in Autonomous Driving. IEEE Internet Comput. 27 (5) (2023)
JooYong Shim, Joongheon Kim, Jong-Kook Kim
Audio-to-Visual Cross-Modal Generation of Birds. IEEE Access 11 (2023)
Gyu Seon Kim, Hyunsoo Lee, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Hybrid MAC for Military UAV Networks. ICOIN (2023)
Soohyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks. CoRR (2023)
Chanyoung Park, Soohyun Park, Gyu Seon Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility. ICC (2023)
Soohyun Park, Joongheon Kim
Quantum Reinforcement Learning for Large-Scale Multi-Agent Decision-Making in Autonomous Aerial Networks. APWCS (2023)
Soohyun Park, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Hao Feng, Joongheon Kim
EQuaTE: Efficient Quantum Train Engine for Dynamic Analysis via HCI-based Visual Feedback. CoRR (2023)
Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Jihong Park, Minseok Choi, Soyi Jung, Joongheon Kim
Quantum distributed deep learning architectures: Models, discussions, and applications. ICT Express 9 (3) (2023)
Jae Pyoung Kim, Won Joon Yun, Hankyul Baek, Joongheon Kim
Modern Trends in Quantum AI: Distributed and High-Definition Computation. ICOIN (2023)
Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management. IEEE Internet Things J. 10 (11) (2023)
Soohyun Park, Haemin Lee, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes. CoRR (2023)
Won Joon Yun, Samuel Kim, Joongheon Kim
Multi-Site Clinical Federated Learning using Recursive and Attentive Models and NVFlare. CoRR (2023)
Hyun-Chul Jo, Hyun-Wook Jin, Joongheon Kim
Self-adaptive end-to-end resource management for real-time monitoring in cyber-physical systems. Comput. Networks 225 (2023)
Soyi Jung, Jae-Hyun Kim, David Mohaisen, Joongheon Kim
Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auction. Comput. Networks 225 (2023)
Won Joon Yun, Jihong Park, Joongheon Kim
Quantum Multi-Agent Meta Reinforcement Learning. AAAI (2023)
Soohyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Workload-Aware Scheduling Using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks. IEEE Access 11 (2023)
Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Seok Bin Son, Soohyun Park, Joongheon Kim
Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection. IEEE Access 11 (2023)
Hankyul Baek, Won Joon Yun, Soohyun Park, Joongheon Kim
Stereoscopic scalable quantum convolutional neural networks. Neural Networks 165 (2023)
Soohyun Park, Hankyul Baek, Joongheon Kim
Quantum Split Learning for Privacy-Preserving Information Management. CIKM (2023)
Chanyoung Park, Gyu Seon Kim, Soohyun Park, Soyi Jung, Joongheon Kim
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility. CoRR (2023)
Seok Bin Son, Soohyun Park, Haemin Lee, Youngkee Kim, Dongwan Kim, Joongheon Kim
Introduction to MITRE ATT&CK: Concepts and Use Cases. ICOIN (2023)
Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim
Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. IEEE Internet Things J. 10 (22) (2023)
Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Joongheon Kim
Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. CoRR (2023)
Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks. IEEE/ACM Trans. Netw. 31 (6) (2023)
Soyi Jung, Chanyoung Park, Marco Levorato, Jae-Hyun Kim, Joongheon Kim
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks. IEEE Trans. Veh. Technol. 72 (11) (2023)
Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management. CoRR (2023)
Seok Bin Son, Soohyun Park, Joongheon Kim
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection. CoRR (2023)
Won Joon Yun, Samuel Kim, Joongheon Kim
Multi-Site Clinical Federated Learning Using Recursive and Attentive Models and NVFlare. ICDCS (2023)
Hankyul Baek, Rhoan Lee, Soyi Jung, Joongheon Kim, Soohyun Park
Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework. IEEE Open J. Comput. Soc. 4 (2023)
Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Carlos Cordeiro, Joongheon Kim
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control. CoRR (2022)
Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim
AoI-Aware Markov Decision Policies for Caching. CoRR (2022)
Youngkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim
Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification. ICUFN (2022)
Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. CoRR (2022)
Won Joon Yun, Myungjae Shin, Soyi Jung, Sean S.-C. Kwon, Joongheon Kim
Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehicles. J. Commun. Networks 24 (6) (2022)
Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim
Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. ICTC (2022)
Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. ICDCS (2022)
Ju-Hyung Lee, Dong-Ho Lee, Eunsoo Sheen, Thomas Choi, Jay Pujara, Joongheon Kim
Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model. CoRR (2022)
Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. CoRR (2022)
Won Joon Yun, Dohyun Kwon, Minseok Choi, Joongheon Kim, Giuseppe Caire, Andreas F. Molisch
Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles. IEEE Trans. Veh. Technol. 71 (2) (2022)
Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks. CoRR (2022)
Hyunsoo Lee, Haemin Lee, Soyi Jung, Joongheon Kim
Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach. ICOIN (2022)
Yoo Jeong Ha, Gusang Lee, Minjae Yoo, Soyi Jung, Seehwan Yoo, Joongheon 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. CoRR (2022)
Ülkü Meteriz-Yildiran, Necip Fazil Yildiran, Joongheon Kim, David Mohaisen
Learning Location from Shared Elevation Profiles in Fitness Apps: A Privacy Perspective. CoRR (2022)
Chanyoung Park, Jae Pyoung Kim, Won Joon Yun, Soyi Jung, Joongheon Kim
Visual Simulation Software Demonstration for Quantum Multi-Drone Reinforcement Learning. CoRR (2022)
Juheon Yi, Seongwon Kim, Joongheon Kim, Sunghyun Choi
Supremo: Cloud-Assisted Low-Latency Super-Resolution in Mobile Devices. IEEE Trans. Mob. Comput. 21 (5) (2022)
Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Donghwa Kim
Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks. CoRR (2022)
Nhu-Ngoc Dao, Trung V. Phan, Umar Sa'ad, Joongheon Kim, Thomas Bauschert, Dinh-Thuan Do, Sungrae Cho
Securing Heterogeneous IoT With Intelligent DDoS Attack Behavior Learning. IEEE Syst. J. 16 (2) (2022)
Won Joon Yun, David Mohaisen, Soyi Jung, Jong-Kook Kim, Joongheon Kim
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly. CIKM (2022)
Chanyoung Park, Soohyun Park, Gyu Seon Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility. CoRR (2022)
Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. IEEE Trans. Ind. Informatics 18 (10) (2022)
Won Joon Yun, Hankyul Baek, Joongheon Kim
Quantum Split Neural Network Learning using Cross-Channel Pooling. CoRR (2022)
Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Dong Hwa Kim
Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks. ICTC (2022)
Hankyul Baek, Won Joon Yun, Joongheon Kim
Scalable Quantum Convolutional Neural Networks. CoRR (2022)
Won Joon Yun, Jihong Park, Joongheon Kim
Quantum Multi-Agent Meta Reinforcement Learning. CoRR (2022)
Soyi Jung, Moon-Sik Lee, Jihyung Kim, Mi-Young Yun, Joongheon Kim, Jae-Hyun Kim
Trustworthy handover in LEO satellite mobile networks. ICT Express 8 (3) (2022)
Rhoan Lee, Haemin Lee, Soohyun Park, Joongheon Kim
Adaptive and Stabilized Streaming for Edge-Assisted Connected Vehicles under Heterogeneous Computing Constraints. VTC Spring (2022)
EunSeong Boo, Joongheon Kim, JeongGil Ko
LiteZKP: Lightening Zero-Knowledge Proof-Based Blockchains for IoT and Edge Platforms. IEEE Syst. J. 16 (1) (2022)
Edward Au, Leif Wilhelmsson, Tuncer Baykas, Joongheon Kim
Guest Editorial: Recent and Future Evolution of Wi-Fi. IEEE Commun. Stand. Mag. 6 (2) (2022)
Joongheon Kim
Learning-based Second Price Auction for Distributed Delivery Scheduling in Smart and Autonomous Urban Air Mobility. ICUFN (2022)
Haemin Lee, Youngkee Kim, Hyunhee Cho, Soyi Jung, Joongheon Kim
The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets. ICOIN (2022)
Minseok Choi, Won Joon Yun, Joongheon Kim
Cooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-Resolution. WiOpt (2022)
Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Minseok Choi, Soyi Jung, Joongheon Kim
Quantum Heterogeneous Distributed Deep Learning Architectures: Models, Discussions, and Applications. CoRR (2022)
Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim
AoI-Aware Markov Decision Policies for Caching. ICDCS (2022)
Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
Slimmable Quantum Federated Learning. CoRR (2022)
Soohyun Park, Minjae Yoo, Soyi Jung, Minseok Choi, Joongheon Kim
Introduction to Secure Computing Methods in Unmanned Aerial Vehicles. ICUFN (2022)
Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. CoRR (2022)
Haemin Lee, Sean S.-C. Kwon, Soyi Jung, Joongheon Kim
Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery. CoRR (2022)
Hyunsoo Lee, Won Joon Yun, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization. APWCS (2022)
Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. CoRR (2022)
Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
Age-of-Information Aware Contents Caching and Distribution for Connected Vehicles. CoRR (2022)
Ju-Hyung Lee, Dheeraj Panneer Selvam, Andreas F. Molisch, Joongheon Kim
Reinforcement Learning Empowered Massive IoT Access in LEO-based Non-Terrestrial Networks. ICTC (2022)

Joongheon Kim.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Joongheon Kim