Joongheon Kim - RankMe

423 papers A* 12A 20B 17C 3Misc 3Journal 249Unranked 119

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	AI-Centric Energy-Efficient Cell-Free MIMO Networks: Research Trends and Future Directions. ICAIIC Minji Lee, Seungcheol Oh, Joongheon Kim, Soohyun Park
2026	A*	`conf`	Diffusion for Combating the Hallucination in Large Language Models (Student Abstract). AAAI Hyojun Ahn, Joongheon Kim
2026	J	`jnl`	Gateway-Assisted Neural Angular Routing for Hierarchical Satellite Networks. IEEE Internet Things J. Jiseok Jang, In-Sop Cho, Minsu Shin, Joongheon Kim, Soyi Jung
2026	J	`jnl`	GraMA: A gradient matrix-guided assignment method for solving qubit mapping problems. Future Gener. Comput. Syst. XinYu Piao, Joongheon Kim, Jong-Kook Kim
2026	J	`jnl`	Hybrid Large Language Models and Reinforcement Learning for Energy-Efficient Multisatellite Scheduling: Boosting the Performance From Scratch. IEEE Internet Things J. Hyojun Ahn, Gyu Seon Kim, In-Sop Cho, Soyi Jung, Joongheon Kim
2026	A*	`conf`	Hybrid PPO-DQN for Multi-Objective Adaptive Cruise Control in Eco-Driving: Reward Shaping Toward Safety and Sustainability (Student Abstract). AAAI Tae Hoon Lee, Joongheon Kim
2026	J	`jnl`	Integrated Control, Communication, and Computing for Mission-Critical Embedded Unmanned Aerial Vehicles. IEEE Trans. Aerosp. Electron. Syst. Gyu Seon Kim, Soohyun Park, Soyi Jung, David Mohaisen, Joongheon Kim
2026	J	`jnl`	Large-Scale Battery-Conscious Collision-Free Path-Finding for Sustainable and Autonomous Multi-AGV Mobility Control. IEEE Trans. Veh. Technol. Yeryeong Cho, Shincheon Ahn, Soohyun Park, Joongheon Kim
2026	A*	`conf`	Multimodal Coarse-to-Local Transformer for End-to-End Autonomous Driving (Student Abstract). AAAI Yeryeong Cho, Joongheon Kim
2026	J	`jnl`	Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks. IEEE Trans. Mob. Comput. Gyu Seon Kim, Yeryeong Cho, Jaehyun Chung, Soohyun Park, Soyi Jung, Zhu Han, Joongheon Kim
2026	J	`jnl`	Quantum Reinforcement Learning for Joint Control, Communication, and Computing in Stabilized Reusable Space Rocket. IEEE Trans. Aerosp. Electron. Syst. Gyu Seon Kim, Jaehyun Chung, Soyi Jung, Soohyun Park, Joongheon Kim
2026	A*	`conf`	zkQML: Verifiable and Privacy-Preserving Inference for Quantum Machine Learning (Student Abstract). AAAI Seung Kwon Lee, Seok Bin Son, Joongheon Kim, Hoh Peter In
2025	—	`conf`	AI-Native 6G Networks: The 6GARROW Integrated Device-Network Approach. EuCNC/6G Summit Emilio Calvanese Strinati, Nicolas Cassiau, Chan-Byoung Chae, Pierre Dal Zotto, Nicola di Pietro, Louis-Adrien Dufrène, Thomas Haustein, Riku Jäntti, Joongheon Kim, Seong-Lyun Kim, Taeyeon Kim, Tanesh Kumar, Quentin Lampin, Guillaume Larue, Matti Latva-aho, Jemin Lee, Petri Mähönen, Dileepa Marasinghe, Davide Montagno Bozzone, Markus Mueck, Jeonghun Park, Nandana Rajatheva, Zoran Utkovski
2025	A	`conf`	AQUA: Hardware-Agnostic Qubit Allocation for Quantum Multi-Programming. IPDPS XinYu Piao, JooYong Shim, Joongheon Kim, Jong-Kook Kim
2025	J	`jnl`	Adaptive Excavation Automation in Complex Soil Environments Using Reinforcement Learning. IEEE Trans Autom. Sci. Eng. Mingyu Shin, Junhyung Cho, Joongheon Kim, Soyi Jung
2025	J	`jnl`	Adaptive Quantum Federated Learning for Autonomous Surveillance Multi-Drone Networks. IEEE Trans. Intell. Veh. Soohyun Park, Chanyoung Park, Soyi Jung, Joongheon Kim
2025	J	`jnl`	Carbon-Aware Edge Computing for Internet of Everything Networks: A Digital Twin Approach. IEEE Internet Things J. Dang Van Huynh, Saeed R. Khosravirad, Vishal Sharma, Joongheon Kim, Berk Canberk, Trung Q. Duong
2025	J	`jnl`	Correlation-assisted spatio-temporal reinforcement learning for stock revenue maximization. Expert Syst. Appl. Jaehyun Chung, Minjoo Kim, Seokhyeon Min, Hyunseok Choi, Soohyun Park, Joongheon Kim
2025	B	`conf`	Dispenser: Hierarchical KV Cache Management for Efficient LLM Generative Inference. ICPADS Beiquan Cao, Kaigui Bian, Guojie Luo, Joongheon Kim
2025	J	`jnl`	Dynamic Quantum Federated Learning for UAV-Based Autonomous Surveillance. IEEE Trans. Veh. Technol. Soohyun Park, Seok Bin Son, Soyi Jung, Joongheon Kim
2025	J	`jnl`	Entanglement-Controlled Quantum Federated Learning. IEEE Internet Things J. Soohyun Park, Hyunsoo Lee, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
2025	J	`jnl`	Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications. IEEE Trans. Mob. Comput. Emily Jimin Roh, Hankyul Baek, Donghyeon Kim, Joongheon Kim
2025	A	`conf`	Filtered One-Shot Training for Quantum Architecture Search. CIKM Seok Bin Son, Samuel Yen-Chi Chen, Joongheon Kim, Soohyun Park
2025	—	`conf`	Fully-Distributed Fairness-Aware Federated Learning. INFOCOM WKSHPS Chaemoon Im, Joongheon Kim
2025	B	`conf`	Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control. GLOBECOM Hyojun Ahn, Seungcheol Oh, Gyu Seon Kim, Soyi Jung, Soohyun Park, Joongheon Kim
2025	J	`jnl`	Hallucination-Aware Generative Pretrained Transformer for Cooperative Aerial Mobility Control. CoRR Hyojun Ahn, Seungcheol Oh, Gyu Seon Kim, Soyi Jung, Soohyun Park, Joongheon Kim
2025	J	`jnl`	How Can Quantum Deep Learning Improve Large Language Models? CoRR Emily Jimin Roh, Hyojun Ahn, Samuel Yen-Chi Chen, Soohyun Park, Joongheon Kim
2025	A*	`conf`	Hybrid Quantum-Classical Style Transfer (Student Abstract). AAAI Emily Jimin Roh, Joo Yong Shim, Soohyun Park, Joongheon Kim
2025	J	`jnl`	Hybrid quantum-classical 3D object detection using multi-channel quantum convolutional neural network. J. Supercomput. Emily Jimin Roh, Joo Yong Shim, Joongheon Kim, Soohyun Park
2025	J	`jnl`	Intelligent Extra Resource Allocation for Cooperative Awareness Message Broadcasting in Cellular-V2X Networks. IEEE Trans. Netw. Serv. Manag. Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2025	J	`jnl`	Joint Interference Approximation and Guard-Band Management for Spectrum-Efficient Integrated NTN-TN Networks. IEEE Internet Things J. Jiseok Jang, Junyoung Kim, Joongheon Kim, Soyi Jung
2025	B	`conf`	Joint Multi-Agent Reinforcement Learning and Message-Passing for Distributed Multi-Uav Network Management using Conflict Graphs. NOMS Yeryeong Cho, Hyunsoo Lee, Soohyun Park, Joongheon Kim
2025	J	`jnl`	Joint Quantum Reinforcement Learning and Neural Myerson Auction for High-Quality Digital-Twin Services in Multitier Networks. IEEE Internet Things J. Soohyun Park, Gyu Seon Kim, Joongheon Kim
2025	J	`jnl`	Joint scalable quantum convolutional neural network and reverse fidelity training for high-accurate recognition in unmanned aerial vehicle surveillance. J. Supercomput. Emily Jimin Roh, Joongheon Kim, Soyi Jung, Soohyun Park
2025	A	`conf`	LLM-based Interactive Coding Education via Predictive Query Management and Student-Centered Fine-Tuning: Design and Implementation with 1500-Student Class Data. CIKM Geonjae Youn, Jonghoon Lee, Joongheon Kim, Chuck Yoo
2025	—	`conf`	Learnable Encryption with a Diffusion Property. DSN-S Ijaz Ahmad, Joongheon Kim, Seokjoo Shin
2025	B	`conf`	Polarization Reconfigurable Beamforming with Transformer-Based Deep Neural Network. PIMRC Seungcheol Oh, Han Han, Joongheon Kim, Sean Soek-Chul Kwon
2025	J	`jnl`	Privacy-Preserving Uncertainty Calibration Using Perceptual Encryption in Cloud-Edge Collaborative Artificial Intelligence of Things. IEEE Internet Things J. Ijaz Ahmad, Joongheon Kim, Seokjoo Shin
2025	J	`jnl`	Quantum Circuit Structure Optimization for Quantum Reinforcement Learning. CoRR Seok Bin Son, Joongheon Kim
2025	J	`jnl`	Quantum Jump to Virtual Worlds: High-Quality Multiple Virtual Metaspace Realization in Metaverse. IEEE Multim. Soohyun Park, Joongheon Kim
2025	J	`jnl`	Quantum Multiagent Reinforcement Learning for Joint Cube Satellites and High-Altitude Long-Endurance Aerial Vehicles in SAGIN. IEEE Trans. Aerosp. Electron. Syst. Gyu Seon Kim, Yeryeong Cho, Soohyun Park, Soyi Jung, Joongheon Kim
2025	Misc	`conf`	Quantum Reinforcement Learning for Coordinated Satellite Systems. ICASSP Gyu Seon Kim, Samuel Yen-Chi Chen, Soohyun Park, Joongheon Kim
2025	J	`jnl`	Quantum Reinforcement Learning for Lightweight LEO Satellite Routing. IEEE Internet Things J. Gyu Seon Kim, Sungjoon Lee, In-Sop Cho, Soohyun Park, Joongheon Kim
2025	J	`jnl`	Quantum federated learning with pole-angle quantum local training and trainable measurement. Neural Networks Soohyun Park, Hyunsoo Lee, Seok Bin Son, Soyi Jung, Joongheon Kim
2025	J	`jnl`	Quantum infidelity codistillation for fast and accurate distributed quantum machine learning. J. Supercomput. Seungeun Oh, Jinhyuk Kim, Jihong Park, Hankyul Baek, Hyunsoo Lee, Joongheon Kim, Seong-Lyun Kim
2025	A	`conf`	Quantum-Amplitude Embedded Adaptation for Parameter-Efficient Fine-Tuning in Large Language Models. CIKM Emily Jimin Roh, Joongheon Kim
2025	J	`jnl`	Quantum-Eyes: Scalable Quantum Convolutional Neural Networks for Low-Overhead Object Detection [Research Frontier]. IEEE Comput. Intell. Mag. Joongheon Kim, Emily Jimin Roh, Chaemoon Im, Soohyun Park
2025	J	`jnl`	SQUAD: software testing for quantum distributed learning software. J. Supercomput. Soohyun Park, Jae Hyun Cho, Hyun Jun Yook, Ga San Jhun, Youn Kyu Lee, Joongheon Kim
2025	J	`jnl`	Slimmable Federated Reinforcement Learning for Energy-Efficient Proactive Caching. IEEE Trans. Netw. Hankyul Baek, Gyu Seon Kim, Soohyun Park, Andreas F. Molisch, Joongheon Kim
2025	J	`jnl`	Special issue on quantum technologies for communication systems. J. Commun. Networks Soo Young Shin, Zhu Han, Shaukat Ali, Samuel Yen-Chi Chen, Yuanwei Liu, Soohyun Park, Joongheon Kim
2025	B	`conf`	Stabilized Robust Control for Lightweight Autonomous Aircraft Mobility: A Quantum Reinforcement Learning Approach. WiOpt Gyu Seon Kim, Jaehyun Chung, Trung Q. Duong, Soohyun Park, Joongheon Kim
2025	J	`jnl`	Stabilized classification control using multi-stage quantum convolutional neural networks for autonomous driving. J. Commun. Networks Emily Jimin Roh, Soohyun Park, Soyi Jung, Joongheon Kim
2024	—	`conf`	A Searchable Encryption Technique for Secure Color Image Retrieval. ICTC Ijaz Ahmad, Joongheon Kim, Seokjoo Shin
2024	J	`jnl`	AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation. Future Gener. Comput. Syst. Soohyun Park, Hankyul Baek, Jung Won Yoon, Youn Kyu Lee, Joongheon Kim
2024	B	`conf`	Advanced Taxiing Path Guidance Using Multi-Agent Reinforcement Learning for Air Traffic Management. WiOpt Sungjoon Lee, Gyu Seon Kim, Soohyun Park, Joongheon Kim
2024	J	`jnl`	Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected Vehicles. IEEE Trans. Veh. Technol. Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
2024	—	`conf`	Bicycle Rental Predictive Modeling with Machine Learning for Carbon Neutrality. ICTC Hyunwoo Nam, Gyu Seon Kim, Joongheon Kim
2024	J	`jnl`	Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. Joongheon Kim, Soohyun Park, Soyi Jung, Carlos Cordeiro
2024	—	`conf`	Diffusion-Based Quantum Error Mitigation Using Stochastic Differential Equation. APWCS JooYong Shim, Joongheon Kim
2024	J	`jnl`	Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems Using Slimmable Quantum Neural Networks. IEEE Access Soohyun Park, Soyi Jung, Joongheon Kim
2024	J	`jnl`	Enhancing Cost-Effective 5G Virtualized RAN Pooling Gain on Clouds: An Intelligent Auto-Scaling Approach. IEEE Access Kiho Cho, Joongheon Kim, Soyi Jung
2024	J	`jnl`	Fast Quantum Convolutional Neural Networks for Low-Complexity Object Detection in Autonomous Driving Applications. CoRR Hankyul Baek, Donghyeon Kim, Joongheon Kim
2024	A	`conf`	Hands-On Introduction to Quantum Machine Learning. CIKM Samuel Yen-Chi Chen, Joongheon Kim
2024	J	`jnl`	Hierarchical Deep Reinforcement Learning-Based Propofol Infusion Assistant Framework in Anesthesia. IEEE Trans. Neural Networks Learn. Syst. Won Joon Yun, Myungjae Shin, David Mohaisen, Kangwook Lee, Joongheon Kim
2024	J	`jnl`	Intelligent Caching for Seamless High-Quality Streaming in Vehicular Networks: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Intell. Veh. Minseok Choi, Tiange Xiang, Joongheon Kim
2024	—	`conf`	Introduction to Heterogeneous Knowledge Transfer for Quantum Convolutional Neural Networks. ICTC Emily Jimin Roh, Kihun Lee, Joongheon Kim
2024	—	`conf`	Introduction to Quantum Multi-Agent Reinforcement Learning: Concepts and Applications. ICTC Yeryeong Cho, Seok Bin Son, Soohyun Park, Joongheon Kim
2024	—	`conf`	Introduction to Reinforcement Learning for Torpedo Guidance with Obstacle Avoidance. ICTC Hyunsoo Lee, Joongheon Kim
2024	J	`jnl`	Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming Using Adaptive Super-Resolution. IEEE Trans. Green Commun. Netw. Minseok Choi, Won Joon Yun, Seok Bin Son, Soohyun Park, Joongheon Kim
2024	J	`jnl`	Joint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in Metaverse. IEEE Trans. Mob. Comput. Soohyun Park, Jaehyun Chung, Chanyoung Park, Soyi Jung, Minseok Choi, Sungrae Cho, Joongheon Kim
2024	J	`jnl`	Joint User Clustering, Beamforming, and Power Allocation for mmWave-NOMA With Imperfect SIC. IEEE Trans. Wirel. Commun. Byungju Lim, Won Joon Yun, Joongheon Kim, Young-Chai Ko
2024	J	`jnl`	Learning Location From Shared Elevation Profiles in Fitness Apps: A Privacy Perspective. IEEE Trans. Mob. Comput. Ülkü Meteriz-Yildiran, Necip Fazil Yildiran, Joongheon Kim, David Mohaisen
2024	J	`jnl`	Learning-Based Cooperative Mobility Control for Autonomous Drone-Delivery. IEEE Trans. Veh. Technol. Soohyun Park, Chanyoung Park, Joongheon Kim
2024	J	`jnl`	Markov Decision Policies for Distributed Angular Routing in LEO Mobile Satellite Constellation Networks. IEEE Internet Things J. Soohyun Park, Gyu Seon Kim, Soyi Jung, Joongheon Kim
2024	J	`jnl`	Neural Myerson Auction for Truthful and Distributed Mobile Charging in UAV-Assisted Digital-Twin Networks. IEEE Trans. Intell. Veh. Soyi Jung, Hankyul Baek, Joongheon Kim
2024	—	`conf`	Quantum Multi - Agent Reinforcement Learning Software Design and Visual Simulations for Multi - Drone Mobility Control. APWCS Soohyun Park, Gyu Seon Kim, Soyi Jung, Joongheon Kim
2024	J	`jnl`	Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation. IEEE Commun. Mag. Soohyun Park, Jae Pyoung Kim, Chanyoung Park, Soyi Jung, Joongheon Kim
2024	J	`jnl`	Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks. CoRR Gyu Seon Kim, Yeryeong Cho, Jaehyun Chung, Soohyun Park, Soyi Jung, Zhu Han, Joongheon Kim
2024	J	`jnl`	Quantum Multi-Agent Reinforcement Learning is All You Need: Coordinated Global Access in Integrated TN/NTN Cube-Satellite Networks. IEEE Commun. Mag. Soohyun Park, Gyu Seon Kim, Zhu Han, Joongheon Kim
2024	J	`jnl`	Quantum Neural Network Software Testing, Analysis, and Code Optimization for Advanced IoT Systems: Design, Implementation, and Visualization. CoRR Soohyun Park, Joongheon Kim
2024	J	`jnl`	Quantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse. IEEE Access Soohyun Park, Hankyul Baek, Joongheon Kim
2024	—	`conf`	Quantum Reinforcement Learning: An Overview. ICTC Gyu Seon Kim, Soohyun Park, Joongheon Kim
2024	—	`conf`	Quantum Teleportation: A Premier Quantum Communication Protocol. ICTC Chaemoon Im, Soohyun Park, Joongheon Kim
2024	J	`jnl`	Sensing-to-Sky Intermittent Connectivity Realization for LTE-Enabled Drone Platforms: Embedded Design, Measurement Study, and Positioning Applications. IEEE Access Junyoung Kim, Uhyeong Jo, Taewoon Kim, Soyi Jung, Joongheon Kim
2024	J	`jnl`	Spatio-Temporal Multi-Metaverse Dynamic Streaming for Hybrid Quantum-Classical Systems. IEEE/ACM Trans. Netw. Soohyun Park, Hankyul Baek, Joongheon Kim
2024	J	`jnl`	The Matrix: Quantum AI for Interacting Two Worlds in Prioritized Metaverse Spaces. IEEE Commun. Mag. Soohyun Park, Hankyul Baek, Joongheon Kim
2024	—	`conf`	Trends in One-Shot Neural Architecture Search. ICTC Seok Bin Son, Soohyun Park, Joongheon Kim
2024	—	`conf`	Trends in Reinforcement Learning Methods for Stock Prediction. ICTC Jaehyun Chung, Hyunseok Choi, Seokhyeon Min, Soohyun Park, Joongheon Kim
2024	—	`conf`	Trends in Transfer Learning on Reinforcement Learning for Mobility Control. ICTC Sungjoon Lee, Soohyun Park, Joongheon Kim
2023	J	`jnl`	Audio-to-Visual Cross-Modal Generation of Birds. IEEE Access JooYong Shim, Joongheon Kim, Jong-Kook Kim
2023	J	`jnl`	Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. CoRR Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset. Comput. Biol. Medicine Won Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee, Joongheon Kim
2023	A	`conf`	Demo: EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software Analysis. ICDCS Soohyun Park, Hao Feng, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim
2023	J	`jnl`	EQuaTE: Efficient Quantum Train Engine for Dynamic Analysis via HCI-based Visual Feedback. CoRR Soohyun Park, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Hao Feng, Joongheon Kim
2023	J	`jnl`	EQuaTE: Efficient Quantum Train Engine for Runtime Dynamic Analysis and Visual Feedback in Autonomous Driving. IEEE Internet Comput. Soohyun Park, Hao Feng, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection. IEEE Access Seok Bin Son, Soohyun Park, Joongheon Kim
2023	J	`jnl`	Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection. CoRR Seok Bin Son, Soohyun Park, Joongheon Kim
2023	A*	`conf`	FV-Train: Quantum Convolutional Neural Network Training with a Finite Number of Qubits by Extracting Diverse Features (Student Abstract). AAAI Hankyul Baek, Won Joon Yun, Joongheon Kim
2023	—	`conf`	Hybrid MAC for Military UAV Networks. ICOIN Gyu Seon Kim, Hyunsoo Lee, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2023	—	`conf`	Introduction to MITRE ATT&CK: Concepts and Use Cases. ICOIN Seok Bin Son, Soohyun Park, Haemin Lee, Youngkee Kim, Dongwan Kim, Joongheon Kim
2023	A	`conf`	Logarithmic Dimension Reduction for Quantum Neural Networks. CIKM Hankyul Baek, Soohyun Park, Joongheon Kim
2023	—	`conf`	Modern Trends in Quantum AI: Distributed and High-Definition Computation. ICOIN Jae Pyoung Kim, Won Joon Yun, Hankyul Baek, Joongheon Kim
2023	—	`conf`	Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility. ICC Chanyoung Park, Soohyun Park, Gyu Seon Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2023	J	`jnl`	Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility. CoRR Chanyoung Park, Gyu Seon Kim, Soohyun Park, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility. IEEE Trans. Intell. Veh. Chanyoung Park, Gyu Seon Kim, Soohyun Park, Soyi Jung, Joongheon Kim
2023	A	`conf`	Multi-Site Clinical Federated Learning Using Recursive and Attentive Models and NVFlare. ICDCS Won Joon Yun, Samuel Kim, Joongheon Kim
2023	J	`jnl`	Multi-Site Clinical Federated Learning using Recursive and Attentive Models and NVFlare. CoRR Won Joon Yun, Samuel Kim, Joongheon Kim
2023	—	`conf`	Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. ICOIN Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim
2023	A	`conf`	Poster: Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. ICDCS Chanyoung Park, Haemin Lee, Won Joon Yun, Soohyun Park, Soyi Jung, Joongheon Kim
2023	—	`conf`	Quantum Federated Learning for Vehicular Computing Scenarios. ICTC Joongheon Kim
2023	J	`jnl`	Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. CoRR Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management. CoRR Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2023	A*	`conf`	Quantum Multi-Agent Meta Reinforcement Learning. AAAI Won Joon Yun, Jihong Park, Joongheon Kim
2023	J	`jnl`	Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation. CoRR Soohyun Park, Jae Pyoung Kim, Chanyoung Park, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. IEEE Internet Things J. Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management. IEEE Internet Things J. Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2023	—	`conf`	Quantum Reinforcement Learning for Large-Scale Multi-Agent Decision-Making in Autonomous Aerial Networks. APWCS Soohyun Park, Joongheon Kim
2023	A	`conf`	Quantum Split Learning for Privacy-Preserving Information Management. CIKM Soohyun Park, Hankyul Baek, Joongheon Kim
2023	J	`jnl`	Quantum distributed deep learning architectures: Models, discussions, and applications. ICT Express Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Jihong Park, Minseok Choi, Soyi Jung, Joongheon Kim
2023	J	`jnl`	Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework. IEEE Open J. Comput. Soc. Hankyul Baek, Rhoan Lee, Soyi Jung, Joongheon Kim, Soohyun Park
2023	J	`jnl`	Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. IEEE Trans. Intell. Transp. Syst. Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen
2023	J	`jnl`	Self-adaptive end-to-end resource management for real-time monitoring in cyber-physical systems. Comput. Networks Hyun-Chul Jo, Hyun-Wook Jin, Joongheon Kim
2023	—	`conf`	Sionna: Introduction to Embedded Open-Source Semantic Communication Platforms. ICOIN Ju-Hyung Lee, Joongheon Kim
2023	J	`jnl`	Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems. CoRR Hyunsoo Lee, Soohyun Park, Won Joon Yun, Soyi Jung, Joongheon Kim
2023	J	`jnl`	SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks. IEEE/ACM Trans. Netw. Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2023	J	`jnl`	Stereoscopic scalable quantum convolutional neural networks. Neural Networks Hankyul Baek, Won Joon Yun, Soohyun Park, Joongheon Kim
2023	—	`conf`	Trends in Deep Reinforcement Learning for Distributed Coordination and Cooperation with Homogeneous Multi-Agents. ICTC Joongheon Kim
2023	J	`jnl`	Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auction. Comput. Networks Soyi Jung, Jae-Hyun Kim, David Mohaisen, Joongheon Kim
2023	J	`jnl`	Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes. CoRR Soohyun Park, Haemin Lee, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
2023	J	`jnl`	Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks. IEEE Trans. Veh. Technol. Soyi Jung, Chanyoung Park, Marco Levorato, Jae-Hyun Kim, Joongheon Kim
2023	J	`jnl`	Workload-Aware Scheduling Using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks. IEEE Access Soohyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2023	J	`jnl`	Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks. CoRR Soohyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2022	J	`jnl`	3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications. CoRR Hankyul Baek, Won Joon Yun, Joongheon Kim
2022	—	`conf`	Adaptive and Stabilized Streaming for Edge-Assisted Connected Vehicles under Heterogeneous Computing Constraints. VTC Spring Rhoan Lee, Haemin Lee, Soohyun Park, Joongheon Kim
2022	J	`jnl`	Age-of-Information Aware Contents Caching and Distribution for Connected Vehicles. CoRR Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
2022	A	`conf`	AoI-Aware Markov Decision Policies for Caching. ICDCS Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim
2022	J	`jnl`	AoI-Aware Markov Decision Policies for Caching. CoRR Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim
2022	J	`jnl`	Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. CoRR Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
2022	J	`jnl`	Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control. CoRR Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Carlos Cordeiro, Joongheon Kim
2022	J	`jnl`	Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. IEEE Trans. Ind. Informatics Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
2022	B	`conf`	Cooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-Resolution. WiOpt Minseok Choi, Won Joon Yun, Joongheon Kim
2022	—	`conf`	DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization. APWCS Hyunsoo Lee, Won Joon Yun, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2022	—	`conf`	Deep Reinforcement Learning for Complex Topography in Urban Aerial Mobility: Sensor-based Calibration and Visualization. ICTC Sanghyon Park, Jaeyoon Park, Joongheon Kim, Soyi Jung
2022	J	`jnl`	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 Yoo Jeong Ha, Gusang Lee, Minjae Yoo, Soyi Jung, Seehwan Yoo, Joongheon Kim
2022	J	`jnl`	Guest Editorial: Recent and Future Evolution of Wi-Fi. IEEE Commun. Stand. Mag. Edward Au, Leif Wilhelmsson, Tuncer Baykas, Joongheon Kim
2022	A	`conf`	Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly. CIKM Won Joon Yun, David Mohaisen, Soyi Jung, Jong-Kook Kim, Joongheon Kim
2022	—	`conf`	Introduction to Secure Computing Methods in Unmanned Aerial Vehicles. ICUFN Soohyun Park, Minjae Yoo, Soyi Jung, Minseok Choi, Joongheon Kim
2022	J	`jnl`	Joint Pilot Design and Channel Estimation Using Deep Residual Learning for Multi-Cell Massive MIMO Under Hardware Impairments. IEEE Trans. Veh. Technol. Byungju Lim, Won Joon Yun, Joongheon Kim, Young-Chai Ko
2022	A*	`conf`	Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. INFOCOM Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2022	J	`jnl`	Learning Location from Shared Elevation Profiles in Fitness Apps: A Privacy Perspective. CoRR Ülkü Meteriz-Yildiran, Necip Fazil Yildiran, Joongheon Kim, David Mohaisen
2022	—	`conf`	Learning-based Second Price Auction for Distributed Delivery Scheduling in Smart and Autonomous Urban Air Mobility. ICUFN Joongheon Kim
2022	J	`jnl`	LiteZKP: Lightening Zero-Knowledge Proof-Based Blockchains for IoT and Edge Platforms. IEEE Syst. J. EunSeong Boo, Joongheon Kim, JeongGil Ko
2022	J	`jnl`	Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility. CoRR Chanyoung Park, Soohyun Park, Gyu Seon Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
2022	J	`jnl`	Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. CoRR Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim
2022	J	`jnl`	Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery. CoRR Haemin Lee, Sean Soek-Chul Kwon, Soyi Jung, Joongheon Kim
2022	J	`jnl`	Neural Myerson auction for truthful and energy-efficient autonomous aerial data delivery. J. Commun. Networks Haemin Lee, Sean Soek-Chul Kwon, Soyi Jung, Joongheon Kim
2022	J	`jnl`	Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehicles. J. Commun. Networks Won Joon Yun, Myungjae Shin, Soyi Jung, Sean Soek-Chul Kwon, Joongheon Kim
2022	J	`jnl`	Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification. CoRR Won Joon Yun, Hankyul Baek, Joongheon Kim
2022	J	`jnl`	Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles. IEEE Trans. Veh. Technol. Won Joon Yun, Dohyun Kwon, Minseok Choi, Joongheon Kim, Giuseppe Caire, Andreas F. Molisch
2022	A	`conf`	Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. ICDCS Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim
2022	J	`jnl`	Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. CoRR Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim
2022	J	`jnl`	Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding. CoRR Won Joon Yun, Jae Pyoung Kim, Hankyul Baek, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
2022	J	`jnl`	Quantum Heterogeneous Distributed Deep Learning Architectures: Models, Discussions, and Applications. CoRR Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Minseok Choi, Soyi Jung, Joongheon Kim
2022	J	`jnl`	Quantum Multi-Agent Meta Reinforcement Learning. CoRR Won Joon Yun, Jihong Park, Joongheon Kim
2022	A	`conf`	Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. ICDCS Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim
2022	J	`jnl`	Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. CoRR Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim
2022	J	`jnl`	Quantum Split Neural Network Learning using Cross-Channel Pooling. CoRR Won Joon Yun, Hankyul Baek, Joongheon Kim
2022	—	`conf`	Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning. VTC Spring Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko, Joongheon Kim
2022	—	`conf`	Reinforcement Learning Empowered Massive IoT Access in LEO-based Non-Terrestrial Networks. ICTC Ju-Hyung Lee, Dheeraj Panneer Selvam, Andreas F. Molisch, Joongheon Kim
2022	J	`jnl`	Scalable Quantum Convolutional Neural Networks. CoRR Hankyul Baek, Won Joon Yun, Joongheon Kim
2022	—	`conf`	Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification. ICUFN Youngkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim
2022	J	`jnl`	Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification. CoRR Youngkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim
2022	J	`jnl`	Securing Heterogeneous IoT With Intelligent DDoS Attack Behavior Learning. IEEE Syst. J. Nhu-Ngoc Dao, Trung V. Phan, Umar Sa'ad, Joongheon Kim, Thomas Bauschert, Dinh-Thuan Do, Sungrae Cho
2022	J	`jnl`	Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. CoRR Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen
2022	J	`jnl`	Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model. CoRR Ju-Hyung Lee, Dong-Ho Lee, Eunsoo Sheen, Thomas Choi, Jay Pujara, Joongheon Kim
2022	J	`jnl`	SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks. CoRR Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2022	J	`jnl`	Slimmable Quantum Federated Learning. CoRR Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
2022	—	`conf`	Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. ICTC Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim
2022	J	`jnl`	Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. CoRR Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim
2022	J	`jnl`	Stabilized Detection Accuracy Maximization Using Adaptive SAR Image Processing in LEO Networks. IEEE Trans. Veh. Technol. Kyeong-Rok Kim, Jung-Hoon Lee, Soyi Jung, Joongheon Kim, Jae-Hyun Kim
2022	—	`conf`	Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach. ICOIN Hyunsoo Lee, Haemin Lee, Soyi Jung, Joongheon Kim
2022	J	`jnl`	Supremo: Cloud-Assisted Low-Latency Super-Resolution in Mobile Devices. IEEE Trans. Mob. Comput. Juheon Yi, Seongwon Kim, Joongheon Kim, Sunghyun Choi
2022	—	`conf`	The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets. ICOIN Haemin Lee, Youngkee Kim, Hyunhee Cho, Soyi Jung, Joongheon Kim
2022	—	`conf`	Trends in 3D Point Cloud Contents Sampling in Mobile AR/VR Platforms. APWCS Hankyul Baek, Haemin Lee, Ji-Yeon Kim, Soyi Jung, Minseok Choi, Joongheon Kim
2022	J	`jnl`	Trustworthy handover in LEO satellite mobile networks. ICT Express Soyi Jung, Moon-Sik Lee, Jihyung Kim, Mi-Young Yun, Joongheon Kim, Jae-Hyun Kim
2022	—	`conf`	Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks. ICTC Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Dong Hwa Kim
2022	J	`jnl`	Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks. CoRR Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Donghwa Kim
2022	J	`jnl`	Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification. CoRR Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Joongheon Kim
2022	J	`jnl`	Visual Simulation Software Demonstration for Quantum Multi-Drone Reinforcement Learning. CoRR Chanyoung Park, Jae Pyoung Kim, Won Joon Yun, Soyi Jung, Joongheon Kim
2021	J	`jnl`	A Personalized Preference Learning Framework for Caching in Mobile Networks. IEEE Trans. Mob. Comput. Adeel Malik, Joongheon Kim, Kwang Soon Kim, Won-Yong Shin
2021	J	`jnl`	A Reliable, Self-Adaptive Face Identification Framework via Lyapunov Optimization. CoRR Dohyeon Kim, Joongheon Kim, Jae Young Bang
2021	—	`conf`	A Tutorial on Quantum Graph Recurrent Neural Network (QGRNN). ICOIN Jaeho Choi, Seunghyeok Oh, Joongheon Kim
2021	—	`conf`	Access Management using Vickrey-Clarke-Groves Auction in Terrestrial-Drone Networks. ICOIN Junghyun Kim, Joongheon Kim
2021	J	`jnl`	Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms. J. Real Time Image Process. Soyi Jung, Joongheon Kim
2021	J	`jnl`	Adversarial Imitation Learning via Random Search in Lane Change Decision-Making. CoRR Myungjae Shin, Joongheon Kim
2021	—	`conf`	Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication. ISWCS Won Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis
2021	J	`jnl`	Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication. CoRR Won Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis
2021	—	`conf`	Auction-based Deep Learning Computation Offloading for Truthful Edge Computing: A Myerson Auction Approach. ICOIN Haemin Lee, Soohyun Park, Junghyun Kim, Joongheon Kim
2021	—	`conf`	Auction-based Truthful Distributed Resource Allocation for Smart Grid Systems. ICOIN Hyomin Ahn, Junghyun Kim, Joongheon Kim
2021	—	`conf`	Autonomous Aerial Mobility Learning for Drone-Taxi Flight Control. ICTC Won Joon Yun, Yoo Jeong Ha, Soyi Jung, Joongheon Kim
2021	—	`conf`	Bitcoin Price Forecasting via Ensemble-based LSTM Deep Learning Networks. ICOIN Myungjae Shin, David Mohaisen, Joongheon Kim
2021	J	`jnl`	Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding. CoRR Hankyul Baek, Won Joon Yun, Soyi Jung, Jihong Park, Mingyue Ji, Joongheon Kim, Mehdi Bennis
2021	J	`jnl`	Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. Proc. IEEE Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2021	J	`jnl`	Contra-∗: Mechanisms for countering spam attacks on blockchain's memory pools. J. Netw. Comput. Appl. Muhammad Saad, Joongheon Kim, DaeHun Nyang, David Mohaisen
2021	J	`jnl`	Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming using Adaptive Super-Resolution. CoRR Minseok Choi, Won Joon Yun, Joongheon Kim
2021	—	`conf`	Distributed and Autonomous Aerial Data Collection in Smart City Surveillance Applications. APWCS Haemin Lee, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications. ICT Express Won Joon Yun, Soyi Jung, Joongheon Kim, Jae-Hyun Kim
2021	J	`jnl`	Dynamic video delivery using deep reinforcement learning for device-to-device underlaid cache-enabled Internet-of-vehicle networks. J. Commun. Networks Minseok Choi, Myungjae Shin, Joongheon Kim
2021	—	`conf`	Efficient Data Delivery in Content-Centric Network with Stronger Privacy of Publisher. ICOIN Taek-Young Youn, Joongheon Kim, Seog Chung Seo
2021	J	`jnl`	Empirically comparing the performance of blockchain's consensus algorithms. IET Blockchain Ashar Ahmad, Abdulrahman Alabduljabbar, Muhammad Saad, DaeHun Nyang, Joongheon Kim, David Mohaisen
2021	—	`conf`	Generative Adversarial Attacks on Fingerprint Recognition Systems. ICOIN Hee won Kwon, Jae-Won Nam, Joongheon Kim, Youn Kyu Lee
2021	—	`conf`	Infrastructure-Assisted Cooperative Multi-UAV Deep Reinforcement Energy Trading Learning for Big-Data Processing. ICOIN Soyi Jung, Won Joon Yun, Joongheon Kim, Jae-Hyun Kim
2021	J	`jnl`	Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles. IEEE Trans. Veh. Technol. Soyi Jung, Joongheon Kim, Marco Levorato, Carlos Cordeiro, Jae-Hyun Kim
2021	J	`jnl`	Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks. IEEE Syst. J. Soyi Jung, Joongheon Kim, Jae-Hyun Kim
2021	—	`conf`	Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. ICTC Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim
2021	J	`jnl`	Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. CoRR Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim
2021	—	`conf`	Joint Behavioral Cloning and Reinforcement Learning Method for Propofol and Remifentanil Infusion in Anesthesia. ICOIN Myungjae Shin, Joongheon Kim
2021	J	`jnl`	Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles. IEEE Access Soohyun Park, Won-Yong Shin, Minseok Choi, Joongheon Kim
2021	J	`jnl`	Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles. CoRR Soohyun Park, Won-Yong Shin, Minseok Choi, Joongheon Kim
2021	J	`jnl`	Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. CoRR Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
2021	J	`jnl`	Large-Scale Water Quality Prediction Using Federated Sensing and Learning: A Case Study with Real-World Sensing Big-Data. Sensors Soohyun Park, Soyi Jung, Haemin Lee, Joongheon Kim, Jae-Hyun Kim
2021	B	`conf`	Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games. SMC Won Joon Yun, Sungwon Yi, Joongheon Kim
2021	J	`jnl`	Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games. CoRR Won Joon Yun, Sungwon Yi, Joongheon Kim
2021	J	`jnl`	Multiscale LSTM-Based Deep Learning for Very-Short-Term Photovoltaic Power Generation Forecasting in Smart City Energy Management. IEEE Syst. J. Dohyun Kim, Dohyun Kwon, Laihyuk Park, Joongheon Kim, Sungrae Cho
2021	—	`conf`	Non-Local Self-Attention Mechanism for Real-Time Context Embedding Deep Shadow Removal Network. ICOIN Dohyun Kim, Joongheon Kim
2021	—	`conf`	On the Tradeoff between Computation-Time and Learning-Accuracy in GAN-based Super-Resolution Deep Learning. ICOIN JooYong Shim, Joongheon Kim, Jong-Kook Kim
2021	J	`jnl`	Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems. IEEE Trans. Veh. Technol. Soyi Jung, Won Joon Yun, Myungjae Shin, Joongheon Kim, Jae-Hyun Kim
2021	J	`jnl`	Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles. CoRR Won Joon Yun, Myungjae Shin, Soyi Jung, Sean Soek-Chul Kwon, Joongheon Kim
2021	—	`conf`	Performance Comparison of SRCNN, VDSR, and SRDenseNet Deep Learning Models in Embedded Autonomous Driving Platforms. ICOIN Joongheon Kim, Myungjae Shin, Dohyun Kim, Soohyun Park, Yeongeun Kang, Junghyun Kim, Haemin Lee, Won Joon Yun, Jaeho Choi, Seunghoon Park, Seunghyeok Oh, Jaesung Yoo
2021	—	`conf`	Performance Evaluation of Consensus Protocols in Blockchain-based Audit Systems. ICOIN Ashar Ahmad, Muhammad Saad, Joongheon Kim, DaeHun Nyang, David Mohaisen
2021	J	`jnl`	Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands. IEEE Trans. Wirel. Commun. Minseok Choi, Andreas F. Molisch, Dong-Jun Han, Dongjae Kim, Joongheon Kim, Jaekyun Moon
2021	—	`conf`	Proper Cost Hamiltonian Design for Combinatorial Optimization Problems: A Boolean Function Approach. ICOIN Jaeho Choi, Seunghyeok Oh, Soohyun Park, Jong-Kook Kim, Joongheon Kim
2021	J	`jnl`	Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles. CoRR Won Joon Yun, Dohyun Kwon, Minseok Choi, Joongheon Kim, Giuseppe Caire, Andreas F. Molisch
2021	—	`conf`	Quantum Convolutional Neural Network for Resource-Efficient Image Classification: A Quantum Random Access Memory (QRAM) Approach. ICOIN Seunghyeok Oh, Jaeho Choi, Jong-Kook Kim, Joongheon Kim
2021	—	`conf`	Quantum Neural Networks: Concepts, Applications, and Challenges. ICUFN Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Quantum Neural Networks: Concepts, Applications, and Challenges. CoRR Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim
2021	—	`conf`	Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. APWCS Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim
2021	J	`jnl`	Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. CoRR Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim
2021	—	`conf`	Secure Aerial Surveillance using Split Learning. ICUFN Yoo Jeong Ha, Minjae Yoo, Soohyun Park, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Secure Aerial Surveillance using Split Learning. CoRR Yoo Jeong Ha, Minjae Yoo, Soohyun Park, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Spatio-Temporal Split Learning for Autonomous Aerial Surveillance using Urban Air Mobility (UAM) Networks. CoRR Yoo Jeong Ha, Soyi Jung, Jae-Hyun Kim, Marco Levorato, Joongheon Kim
2021	J	`jnl`	Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies With COVID-19 CT, X-Ray, and Cholesterol Data. IEEE Access Yoo Jeong Ha, Minjae Yoo, Gusang Lee, Soyi Jung, Sae Won Choi, Joongheon Kim, Seehwan Yoo
2021	J	`jnl`	Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data. CoRR Yoo Jeong Ha, Minjae Yoo, Gusang Lee, Soyi Jung, Sae Won Choi, Joongheon Kim, Seehwan Yoo
2021	—	`conf`	Spatio-Temporal Split Learning. DSN (Supplements) Joongheon Kim, Seunghoon Park, Soyi Jung, Seehwan Yoo
2021	J	`jnl`	Spatio-Temporal Split Learning. CoRR Joongheon Kim, Seunghoon Park, Soyi Jung, Seehwan Yoo
2021	J	`jnl`	Stabilized adaptive sampling control for reliable real-time learning-based surveillance systems. J. Commun. Networks Dohyun Kim, Soohyun Park, Joongheon Kim, Jae Young Bang, Soyi Jung
2021	J	`jnl`	Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach. CoRR Hyunsoo Lee, Haemin Lee, Soyi Jung, Joongheon Kim
2021	J	`jnl`	The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets. CoRR Haemin Lee, Hyunhee Cho, Soyi Jung, Joongheon Kim
2021	—	`conf`	Trends in Blockchain and Federated Learning for Data Sharing in Distributed Platforms. ICUFN Haemin Lee, Joongheon Kim
2021	J	`jnl`	Trends in Blockchain and Federated Learning for Data Sharing in Distributed Platforms. CoRR Haemin Lee, Joongheon Kim
2021	—	`conf`	Trends in LEO Satellite Handover Algorithms. ICUFN S.-K. Park, Joongheon Kim
2021	J	`jnl`	Trends in LEO Satellite Handover Algorithms. CoRR Soohyun Park, Joongheon Kim
2021	—	`conf`	Trends in Neural Architecture Search: Towards the Acceleration of Search. ICTC Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Trends in Neural Architecture Search: Towards the Acceleration of Search. CoRR Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Soyi Jung, Joongheon Kim
2021	J	`jnl`	Truthful electric vehicle charging via neural-architectural Myerson auction. ICT Express Haemin Lee, Soyi Jung, Joongheon Kim
2021	—	`conf`	Visualization of Deep Reinforcement Autonomous Aerial Mobility Learning Simulations. INFOCOM Workshops Gusang Lee, Won Joon Yun, Soyi Jung, Joongheon Kim, Jae-Hyun Kim
2021	J	`jnl`	Visualization of Deep Reinforcement Autonomous Aerial Mobility Learning Simulations. CoRR Gusang Lee, Won Joon Yun, Soyi Jung, Joongheon Kim, Jae-Hyun Kim
2020	—	`conf`	3D Modeling and WebVR Implementation using Azure Kinect, Open3D, and Three.js. ICTC Won Joon Yun, Joongheon Kim
2020	J	`jnl`	3D Modeling and WebVR Implementation using Azure Kinect, Open3D, and Three.js. CoRR Won Joon Yun, Joongheon Kim
2020	—	`conf`	A Tutorial on Quantum Convolutional Neural Networks (QCNN). ICTC Seunghyeok Oh, Jaeho Choi, Joongheon Kim
2020	J	`jnl`	A novel network virtualization based on data analytics in connected environment. J. Ambient Intell. Humaniz. Comput. Khac-Hoai Nam Bui, Sungrae Cho, Jason J. Jung, Joongheon Kim, O-Joun Lee, Woongsoo Na
2020	J	`jnl`	Adversarial Imitation Learning via Random Search. CoRR Myungjae Shin, Joongheon Kim
2020	J	`jnl`	Auction-based Charging Scheduling with Deep Learning Framework for Multi-Drone Networks. CoRR Myungjae Shin, Joongheon Kim, Marco Levorato
2020	J	`jnl`	Blind Signal Classification Analysis and Impact on User Pairing and Power Allocation in Nonorthogonal Multiple Access. IEEE Access Minseok Choi, Joongheon Kim
2020	B	`conf`	Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective. WCNC Minseok Choi, Andreas F. Molisch, Dong-Jun Han, Joongheon Kim, Jaekyun Moon
2020	J	`jnl`	Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective. CoRR Minseok Choi, Andreas F. Molisch, Dong-Jun Han, Joongheon Kim, Jaekyun Moon
2020	J	`jnl`	Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. CoRR Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
2020	J	`jnl`	Contra-*: Mechanisms for Countering Spam Attacks on Blockchain Memory Pools. CoRR Muhammad Saad, Joongheon Kim, DaeHun Nyang, David Mohaisen
2020	J	`jnl`	Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach. IEEE Trans. Ind. Informatics Myungjae Shin, Dae-Hyun Choi, Joongheon Kim
2020	J	`jnl`	Demo: Light-Weight Programming Language for Blockchain. CoRR Junhui Kim, Joongheon Kim
2020	—	`conf`	Economic Theoretic LEO Satellite Coverage Control: An Auction-based Framework. ICTC Junghyun Kim, Thong D. Ngo, Paul S. Oh, Sean Soek-Chul Kwon, Changhee Han, Joongheon Kim
2020	J	`jnl`	Economic Theoretic LEO Satellite Coverage Control: An Auction-based Framework. CoRR Junghyun Kim, Thong D. Ngo, Paul S. Oh, Sean Soek-Chul Kwon, Changhee Han, Joongheon Kim
2020	—	`conf`	Fast and Reliable Offloading via Deep Reinforcement Learning for Mobile Edge Video Computing. ICOIN Soohyun Park, Yeongeun Kang, Yafei Tian, Joongheon Kim
2020	J	`jnl`	Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching Networks. IEEE Trans. Wirel. Commun. Minseok Choi, Andreas F. Molisch, Joongheon Kim
2020	—	`conf`	Kirchhoff's Circuit Law Applications to Graph Simplification in Search Problems. ICTC Jaeho Choi, Joongheon Kim
2020	J	`jnl`	Kirchhoff's Circuit Law Applications to Graph Simplification in Search Problems. CoRR Jaeho Choi, Joongheon Kim
2020	—	`conf`	Learning-based Dot-Grid Alignment for Projection Distortion Correction. ICOIN Dohyun Kim, Dohyun Kwon, Soohyun Park, Joongheon Kim
2020	J	`jnl`	Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles. CoRR Dohyun Kwon, Joongheon Kim
2020	J	`jnl`	Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks. IEEE Internet Things J. Dohyun Kwon, Joohyung Jeon, Soohyun Park, Joongheon Kim, Sungrae Cho
2020	J	`jnl`	Numerical approximation of millimeter-wave frequency sharing between cellular systems and fixed service systems. J. Commun. Networks Sungmin Han, Ji-Woong Choi, Joongheon Kim
2020	—	`conf`	On the Performance of Generative Adversarial Network (GAN) Variants: A Clinical Data Study. ICTC Jaesung Yoo, Jeman Park, An Wang, David Mohaisen, Joongheon Kim
2020	J	`jnl`	On the Performance of Generative Adversarial Network (GAN) Variants: A Clinical Data Study. CoRR Jaesung Yoo, Jeman Park, An Wang, David Mohaisen, Joongheon Kim
2020	—	`conf`	Power Demand Forecasting Using Long Short-Term Memory Neural Network based Smart Grid. ICAIIC Van Hoa Nguyen, Van Bui, Joongheon Kim, Yeong Min Jang
2020	J	`jnl`	Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms. CoRR Joohyung Jeon, Junhui Kim, Joongheon Kim, Kwangsoo Kim, Aziz Mohaisen, Jong-Kook Kim
2020	—	`conf`	Privacy-Sensitive Parallel Split Learning. ICOIN Joohyung Jeon, Joongheon Kim
2020	J	`jnl`	Quantum Approximation for Multi-Scale Scheduling. CoRR Jaeho Choi, Seunghyeok Oh, Joongheon Kim
2020	—	`conf`	RNN-based Deep Learning for One-hour ahead Load Forecasting. ICAIIC Van Bui, Van Hoa Nguyen, Tung Lam Pham, Joongheon Kim, Yeong Min Jang
2020	—	`conf`	Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial Vehicles. ICTC Soohyun Park, Jeman Park, David Mohaisen, Joongheon Kim
2020	J	`jnl`	Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial Vehicles. CoRR Soohyun Park, Jeman Park, David Mohaisen, Joongheon Kim
2020	B	`conf`	S2I-Bird: Sound-to-Image Generation of Bird Species using Generative Adversarial Networks. ICPR JooYong Shim, Joongheon Kim, Jong-Kook Kim
2020	J	`jnl`	Self-Controllable Super-Resolution Deep Learning Framework for Surveillance Drones in Security Applications. EAI Endorsed Trans. Security Safety Soohyun Park, Yeongeun Kang, Jeman Park, Joongheon Kim
2020	J	`jnl`	Self-adaptive power control with deep reinforcement learning for millimeter-wave Internet-of-vehicles video caching. J. Commun. Networks Dohyun Kwon, Joongheon Kim, David A. Mohaisen, Wonjun Lee
2020	—	`conf`	The Useful Quantum Computing Techniques for Artificial Intelligence Engineers. ICOIN Jaeho Choi, Seunghyeok Oh, Joongheon Kim
2020	J	`jnl`	Toward Characterizing Blockchain-Based Cryptocurrencies for Highly Accurate Predictions. IEEE Syst. J. Muhammad Saad, Jinchun Choi, DaeHun Nyang, Joongheon Kim, Aziz Mohaisen
2020	A	`conf`	Understanding the Potential Risks of Sharing Elevation Information on Fitness Applications. ICDCS Ülkü Meteriz, Necip Fazil Yildiran, Joongheon Kim, David Mohaisen
2020	—	`conf`	User Scheduling and Power Allocation for Content Delivery in Caching Helper Networks. ICC Minseok Choi, Andreas F. Molisch, Joongheon Kim
2020	—	`conf`	Video Placements and Dynamic Streaming Services in Wireless Caching Networks. ICTC Minseok Choi, Joongheon Kim
2020	J	`jnl`	XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning. CoRR Myungjae Shin, Chihoon Hwang, Joongheon Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2019	J	`jnl`	A Personalized Preference Learning Framework for Caching in Mobile Networks. CoRR Adeel Malik, Joongheon Kim, Won-Yong Shin
2019	—	`conf`	A Tutorial on Quantum Approximate Optimization Algorithm (QAOA): Fundamentals and Applications. ICTC Jaeho Choi, Joongheon Kim
2019	B	`conf`	Adversarial Imitation Learning via Random Search. IJCNN Myungjae Shin, Joongheon Kim
2019	J	`jnl`	Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks. IEEE Trans. Veh. Technol. Myungjae Shin, Joongheon Kim, Marco Levorato
2019	J	`jnl`	Blind Signal Classification Analysis and Impact on User Scheduling and Power Allocation in Nonorthogonal Multiple Access. CoRR Minseok Choi, Joongheon Kim
2019	J	`jnl`	Blind Signal Classification for Non-Orthogonal Multiple Access in Vehicular Networks. IEEE Trans. Veh. Technol. Minseok Choi, Daejung Yoon, Joongheon Kim
2019	—	`conf`	Cyclic Parameter Sharing for Privacy-Preserving Distributed Deep Learning Platforms. ICAIIC Joohyung Jeon, Dohyun Kim, Joongheon Kim
2019	J	`jnl`	Deep ensemble network with explicit complementary model for accuracy-balanced classification. CoRR Dohyun Kim, Kyeorye Lee, Jiyeon Kim, Junseok Kwon, Joongheon Kim
2019	B	`conf`	Depth-Controllable Very Deep Super-Resolution Network. IJCNN Dohyun Kim, Joongheon Kim, Junseok Kwon, Tae-Hyung Kim
2019	J	`jnl`	Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access Networks. IEEE Trans. Wirel. Commun. Minseok Choi, Joongheon Kim, Jaekyun Moon
2019	—	`conf`	Hardness on Style Transfer Deep Learning for Rococo Painting Masterpieces. ICAIIC Kyeong Seon Kim, Dohyun Kim, Joongheon Kim
2019	J	`jnl`	Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching Networks. CoRR Minseok Choi, Andreas F. Molisch, Joongheon Kim
2019	J	`jnl`	Joint Geometric Unsupervised Learning and Truthful Auction for Local Energy Market. IEEE Trans. Ind. Electron. Laihyuk Park, Seohyeon Jeong, Joongheon Kim, Sungrae Cho
2019	—	`conf`	Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach. APWCS Soohyun Park, Junhui Kim, Dohyun Kwon, Myungjae Shin, Joongheon Kim
2019	A	`conf`	Light-Weight Programming Language for Blockchain. MobiSys Junhui Kim, Joongheon Kim
2019	J	`jnl`	Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks. CoRR Minseok Choi, Albert No, Mingyue Ji, Joongheon Kim
2019	J	`jnl`	Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks. IEEE Trans. Wirel. Commun. Minseok Choi, Albert No, Mingyue Ji, Joongheon Kim
2019	—	`conf`	Mempool optimization for Defending Against DDoS Attacks in PoW-based Blockchain Systems. IEEE ICBC Muhammad Saad, Laurent Njilla, Charles A. Kamhoua, Joongheon Kim, DaeHun Nyang, Aziz Mohaisen
2019	A	`conf`	Multi-Agent Deep Reinforcement Learning for Connected Vehicles. MobiSys Dohyun Kwon, Soohyun Park, Joongheon Kim
2019	B	`conf`	Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles. GLOBECOM Dohyun Kwon, Joongheon Kim
2019	J	`jnl`	Network-based Analysis and Classification of Malware using Behavioral Artifacts Ordering. CoRR Aziz Mohaisen, Omar Alrawi, Jeman Park, Joongheon Kim, DaeHun Nyang, Manar Mohaisen
2019	J	`jnl`	New Challenges of Wireless Power Transfer and Secured Billing for Internet of Electric Vehicles. IEEE Commun. Mag. Laihyuk Park, Seohyeon Jeong, Demeke Shumeye Lakew, Joongheon Kim, Sungrae Cho
2019	—	`conf`	Optimal Trajectory Learning for UAV-BS Video Provisioning System: A Deep Reinforcement Learning Approach. ICOIN Dohyun Kwon, Joongheon Kim
2019	—	`conf`	Overview of Distributed Federated Learning: Research Issues, Challenges, and Biomedical Applications. ICTC Joohyung Jeon, Joongheon Kim, Jeongwoo Huh, Hyunbum Kim, Sungrae Cho
2019	—	`conf`	PriMO-5G: making firefighting smarter with immersive videos through 5G. 5G World Forum Ki Won Sung, Sachin Sharma, Giuseppe Destino, Yansha Deng, Toktam Mahmoodi, Markus Ullmann, Achim Nahler, Yeosun Kyung, Seunghwan Kim, Sejin Seo, Seong-Lyun Kim, Edward Mutafungwa, Riku Jäntti, Minseok Choi, Joohyung Jeon, Dohyun Kim, Joongheon Kim, José Costa-Requena, Anders Nordlöw
2019	—	`conf`	Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms. DSN (Supplements) Joohyung Jeon, Junhui Kim, Joongheon Kim, Kwangsoo Kim, Aziz Mohaisen, Jong-Kook Kim
2019	—	`conf`	Probabilistic Caching Policy for Categorized Contents and Consecutive User Demands. ICC Minseok Choi, Dongjae Kim, Dong-Jun Han, Joongheon Kim, Jaekyun Moon
2019	A*	`conf`	Randomized Adversarial Imitation Learning for Autonomous Driving. IJCAI Myungjae Shin, Joongheon Kim
2019	J	`jnl`	Randomized Adversarial Imitation Learning for Autonomous Driving. CoRR Myungjae Shin, Joongheon Kim
2019	J	`jnl`	Resource-aware relay selection for inter-cell interference avoidance in 5G heterogeneous network for Internet of Things systems. Future Gener. Comput. Syst. Nhu-Ngoc Dao, Minho Park, Joongheon Kim, Jeongyeup Paek, Sungrae Cho
2019	J	`jnl`	Seamless Dynamic Adaptive Streaming in LTE/Wi-Fi Integrated Network under Smartphone Resource Constraints. IEEE Trans. Mob. Comput. Jonghoe Koo, Juheon Yi, Joongheon Kim, Mohammad Ashraful Hoque, Sunghyun Choi
2019	J	`jnl`	Semantic Hashtag Relation Classification Using Co-occurrence Word Information. Wirel. Pers. Commun. Sungwon Seo, Jong-Kook Kim, Sung-Il Kim, Jeewoo Kim, Joongheon Kim
2019	J	`jnl`	TEI-ULP: Exploiting Body Biasing to Improve the TEI-Aware Ultralow Power Methods. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Woojoo Lee, Taewook Kang, Jae-Jin Lee, Kyuseung Han, Joongheon Kim, Massoud Pedram
2019	J	`jnl`	Thriving on chaos: Proactive detection of command and control domains in internet of things-scale botnets using DRIFT. Trans. Emerg. Telecommun. Technol. Jeffrey Spaulding, Jeman Park, Joongheon Kim, DaeHun Nyang, Aziz Mohaisen
2019	J	`jnl`	Two-Stage IoT Device Scheduling With Dynamic Programming for Energy Internet Systems. IEEE Internet Things J. Laihyuk Park, Chunghyun Lee, Joongheon Kim, Aziz Mohaisen, Sungrae Cho
2018	—	`conf`	A novel shared memory framework for distributed deep learning in high-performance computing architecture. ICSE (Companion Volume) Shin-Young Ahn, Joongheon Kim, Sungwon Kang
2018	J	`jnl`	Adaptive Detector Selection for Queue-Stable Word Error Rate Minimization in Connected Vehicle Receiver Design. IEEE Trans. Veh. Technol. Minseok Choi, Joongheon Kim, Jaekyun Moon
2018	J	`jnl`	Blind Signal Classification for Non-Orthogonal Multiple Access in Internet-of-Things Networks. CoRR Minseok Choi, Daejung Yoon, Joongheon Kim
2018	—	`conf`	Detecting Selfish Backoff Attack in IEEE 802.15.4 CSMA/CA Using Logistic Classification. ICUFN Joongheon Kim, Kyeong Seon Kim
2018	—	`conf`	Distributed dynamic power-aware buffering for multi-Gbps video streaming in IEEE 802.11ad fast session transfer. ICOIN Dohyun Kwon, Joongheon Kim
2018	J	`jnl`	Dynamic Power Allocation and User Scheduling for Power-Efficient and Low-Latency Communications. CoRR Minseok Choi, Joongheon Kim, Jaekyun Moon
2018	J	`jnl`	Energy-Efficient Mobile Charging for Wireless Power Transfer in Internet of Things Networks. IEEE Internet Things J. Woongsoo Na, Junho Park, Cheol Lee, Kyoungjun Park, Joongheon Kim, Sungrae Cho
2018	—	`conf`	High-dimensional statistical supervised learning for extracting information in steganography. ICOIN Sunjun Hwang, Kyeong Seon Kim, Yejin Kim, Junhui Kim, Miji Park, Soohyun Park, Joongheon Kim
2018	J	`jnl`	Interference-Aware Adaptive Beam Alignment for Hyper-Dense IEEE 802.11ax Internet-of-Things Networks. Sensors Dohyun Kwon, Sang-Wook Kim, Joongheon Kim, Aziz Mohaisen
2018	J	`jnl`	Internet of Things for Smart Manufacturing System: Trust Issues in Resource Allocation. IEEE Internet Things J. Seohyeon Jeong, Woongsoo Na, Joongheon Kim, Sungrae Cho
2018	B	`conf`	Low-Complexity Online Model Selection with Lyapunov Control for Reward Maximization in Stabilized Real-Time Deep Learning Platforms. SMC Dohyun Kim, Junseok Kwon, Joongheon Kim
2018	J	`jnl`	Network-based Analysis and Classification of Malware using Behavioral Artifacts Ordering. EAI Endorsed Trans. Security Safety Aziz Mohaisen, Omar Alrawi, Jeman Park, Joongheon Kim, DaeHun Nyang, Manar Mohaisen
2018	—	`conf`	Neural Network Syntax Analyzer for Embedded Standardized Deep Learning. EMDL@MobiSys Myungjae Shin, Joongheon Kim, Aziz Mohaisen, Jaebok Park, KyungHee Lee
2018	—	`conf`	Opportunistic Medium Access for Hyper-Dense Beamformed IEEE 802.11ax Wireless Networks. ICTC Dohyun Kwon, Joongheon Kim
2018	A	`conf`	POSTER: Mining with Proof-of-Probability in Blockchain. AsiaCCS Sungmin Kim, Joongheon Kim
2018	—	`conf`	Proactive detection of algorithmically generated malicious domains. ICOIN Jeffrey Spaulding, Jeman Park, Joongheon Kim, Aziz Mohaisen
2018	B	`conf`	Recipient-Oriented Transaction for Preventing Double Spending Attacks in Private Blockchain. SECON HyunJae Lee, Myungjae Shin, Kyeong Seon Kim, Yeongeun Kang, Joongheon Kim
2018	J	`jnl`	SGCO: Stabilized Green Crosshaul Orchestration for Dense IoT Offloading Services. IEEE J. Sel. Areas Commun. Nhu-Ngoc Dao, Duc-Nghia Vu, Woongsoo Na, Joongheon Kim, Sungrae Cho
2018	—	`conf`	Secure Compute-VM: Secure Big Data Processing with SGX and Compute Accelerators. SysTEX@CCS Seehwan Yoo, Hyunik Kim, Joongheon Kim
2018	Misc	`conf`	Self-Adaptive Machine Learning Operating Systems for Security Applications. ICASSP Kyeong Seon Kim, Dohyun Kwon, Yejin Kim, Junhui Kim, Joongheon Kim
2018	A	`conf`	ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture. ICDCS Shin-Young Ahn, Joongheon Kim, Eunji Lim, Wan Choi, Aziz Mohaisen, Sungwon Kang
2018	J	`jnl`	Soft Memory Box: A Virtual Shared Memory Framework for Fast Deep Neural Network Training in Distributed High Performance Computing. IEEE Access Shin-Young Ahn, Joongheon Kim, Eunji Lim, Sungwon Kang
2018	—	`conf`	Top-down parsing for Neural Network Exchange Format (NNEF) in TensorFlow-based deep learning computation. ICOIN Bokyung Seo, Myungjae Shin, Yeong Jong Mo, Joongheon Kim
2018	—	`conf`	Very Short-Term Photovoltaic Power Generation Forecasting with Convolutional Neural Networks. ICTC Dohyun Kim, Sung-Wook Hwang, Joongheon Kim
2018	J	`jnl`	Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements. IEEE J. Sel. Areas Commun. Minseok Choi, Joongheon Kim, Jaekyun Moon
2018	J	`jnl`	Wireless Video Caching and Dynamic Streaming under Differentiated Quality Requirements. CoRR Minseok Choi, Joongheon Kim, Jaekyun Moon
2017	J	`jnl`	A Software-Based Monitoring Framework for Time-Space Partitioned Avionics Systems. IEEE Access Changmin Shin, Chaedeok Lim, Joongheon Kim, Heejun Roh, Wonjun Lee
2017	J	`jnl`	Adaptive Resource Balancing for Serviceability Maximization in Fog Radio Access Networks. IEEE Access Nhu-Ngoc Dao, Jun-Wook Lee, Duc-Nghia Vu, Jeongyeup Paek, Joongheon Kim, Sungrae Cho, Ki-Sook Chung, ChangSup Keum
2017	J	`jnl`	Distributed and reliable decision-making for cloud-enabled mobile service platforms. Int. J. Distributed Sens. Networks Joongheon Kim, Aziz Mohaisen
2017	—	`conf`	Dynamic Security-Level Maximization for Stabilized Parallel Deep Learning Architectures in Surveillance Applications. PAC Joongheon Kim, Yeong Jong Mo, Woojoo Lee, DaeHun Nyang
2017	J	`jnl`	Energy-Efficient Stabilized Automatic Control for Multicore Baseband in Millimeter-Wave Systems. IEEE Access Joongheon Kim, Jae-Jin Lee, Jong-Kook Kim, Woojoo Lee
2017	J	`jnl`	Feasibility Study of 60 GHz Millimeter-Wave Technologies for Hyperconnected Fog Computing Applications. IEEE Internet Things J. Joongheon Kim, Wonjun Lee
2017	—	`conf`	Network Engineering: Towards Data-Driven Framework for Network Configuration. BDTA Khac-Hoai Nam Bui, Sungrae Cho, Jason J. Jung, Joongheon Kim, O-Joun Lee, Woongsoo Na
2017	—	`conf`	Performance of deep learning computation with TensorFlow software library in GPU-capable multi-core computing platforms. ICUFN Young Jong Mo, Joongheon Kim, Jong-Kook Kim, Aziz Mohaisen, Woojoo Lee
2017	J	`jnl`	QoS optimal real-time video streaming in distributed wireless image-sensing platforms. J. Real Time Image Process. Joongheon Kim, Eun-Seok Ryu
2017	A*	`conf`	REQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints. ACM Multimedia Jonghoe Koo, Juheon Yi, Joongheon Kim, Mohammad Ashraful Hoque, Sunghyun Choi
2017	J	`jnl`	Residential Demand Response for Renewable Energy Resources in Smart Grid Systems. IEEE Trans. Ind. Informatics Laihyuk Park, Yongwoon Jang, Sungrae Cho, Joongheon Kim
2017	J	`jnl`	Securing Heterogeneous IoT with Intelligent DDoS Attack Behavior Learning. CoRR Nhu-Ngoc Dao, Trung V. Phan, Umar Sa'ad, Joongheon Kim, Thomas Bauschert, Sungrae Cho
2017	J	`jnl`	Strategic Control of 60 GHz Millimeter-Wave High-Speed Wireless Links for Distributed Virtual Reality Platforms. Mob. Inf. Syst. Joongheon Kim, Jae-Jin Lee, Woojoo Lee
2017	J	`jnl`	The Useful Impact of Carrier Aggregation: A Measurement Study in South Korea for Commercial LTE-Advanced Networks. IEEE Veh. Technol. Mag. Sangmin Lee, Seungheon Hyeon, Joongheon Kim, Heejun Roh, Wonjun Lee
2016	A*	`conf`	A Longitudinal Analysis of .i2p Leakage in the Public DNS Infrastructure. SIGCOMM Seong Hoon Jeong, Ah Reum Kang, Joongheon Kim, Huy Kang Kim, Aziz Mohaisen
2016	—	`conf`	Buffer-stable adaptive per-module power allocation for energy-efficient millimeter-wave modular antenna array (MAA) platforms. INFOCOM Workshops Joongheon Kim
2016	J	`jnl`	Numerical Simulation Study for Frequency Sharing Between Micro-Cellular Systems and Fixed Service Systems in Millimeter-Wave Bands. IEEE Access Joongheon Kim, Liang Xian, Ali S. Sadri
2016	J	`jnl`	Performance of Video Streaming in Infrastructure-to-Vehicle Telematic Platforms With 60-GHz Radiation and IEEE 802.11ad Baseband. IEEE Trans. Veh. Technol. Joongheon Kim, Seok-Chul Kwon, Giwan Choi
2016	J	`jnl`	Quality-Aware Streaming and Scheduling for Device-to-Device Video Delivery. IEEE/ACM Trans. Netw. Joongheon Kim, Giuseppe Caire, Andreas F. Molisch
2016	J	`jnl`	Stochastic stable buffer control for quality-adaptive HEVC video transmission in enterprise WLAN architectures. J. Real Time Image Process. Joongheon Kim, Eun-Seok Ryu
2015	—	`conf`	60 GHz Frequency Sharing Study between Fixed Service Systems and Small-Cell Systems with Modular Antenna Arrays. GLOBECOM Workshops Joongheon Kim, Liang Xian, Reza Arefi, Ali S. Sadri
2015	—	`conf`	A case for bad big.LITTLE switching: how to scale power-performance in SI-HMP. HotPower@SOSP Seehwan Yoo, YoonSeok Shim, Seunghac Lee, Sang-Ah Lee, Joongheon Kim
2015	J	`jnl`	Adaptive buffer control for distributed autonomous robust routing in mobile surveillance robots. Comput. Electr. Eng. Joongheon Kim, Song-Nam Hong
2015	J	`jnl`	Dynamic two-stage beam training for energy-efficient millimeter-wave 5G cellular systems. Telecommun. Syst. Joongheon Kim, Song-Nam Hong
2015	J	`jnl`	Energy-Efficient Dynamic Packet Downloading for Medical IoT Platforms. IEEE Trans. Ind. Informatics Joongheon Kim
2015	J	`jnl`	Feasibility Study of Stochastic Streaming with 4K UHD Video Traces. CoRR Joongheon Kim, Eun-Seok Ryu
2015	—	`conf`	Feasibility study of stochastic streaming with 4K UHD video traces. ICTC Joongheon Kim, Eun-Seok Ryu
2015	J	`jnl`	Interference impacts on 60 ghz real-time online video streaming in wireless smart tv platforms. Multim. Tools Appl. Joongheon Kim, Aziz Mohaisen, Song-Nam Hong
2015	J	`jnl`	Stochastic Decision Making for Adaptive Crowdsourcing in Medical Big-Data Platforms. IEEE Trans. Syst. Man Cybern. Syst. Joongheon Kim, Wonjun Lee
2015	—	`conf`	Towards robust UHD video streaming systems using scalable high efficiency video coding. ICTC Eun-Seok Ryu, Yeongil Ryu, Hyun-Joon Roh, Joongheon Kim, Bok-Gi Lee
2014	J	`jnl`	A Low-Complexity Algorithm for Neighbor Discovery in Wireless Networks. IEEE Commun. Lett. Song-Nam Hong, Joongheon Kim
2014	J	`jnl`	Fast and Low-Power Link Setup for IEEE 802.15.3c Multi-Gigabit/s Wireless Sensor Networks. IEEE Commun. Lett. Joongheon Kim, Aziz Mohaisen, Jong-Kook Kim
2014	J	`jnl`	Fast millimeter-wave beam training with receive beamforming. J. Commun. Networks Joongheon Kim, Andreas F. Molisch
2014	J	`jnl`	Joint Coding and Stochastic Data Transmission for Uplink Cloud Radio Access Networks. IEEE Commun. Lett. Song-Nam Hong, Joongheon Kim
2014	J	`jnl`	Max-Weight Scheduling and Quality-Aware Streaming for Device-to-Device Video Delivery. CoRR Joongheon Kim, Andreas F. Molisch, Giuseppe Caire
2014	J	`jnl`	Quality Analysis of Massive High-Definition Video Streaming in Two-Tiered Embedded Camera-Sensing Systems. Int. J. Distributed Sens. Networks Joongheon Kim, Eun-Seok Ryu
2014	—	`conf`	Quality-aware millimeter-wave device-to-device multi-hop routing for 5G cellular networks. ICC Joongheon Kim, Andreas F. Molisch
2013	A*	`conf`	Adaptive video streaming for device-to-device mobile platforms. MobiCom Joongheon Kim, Feiyu Meng, Peiyao Chen, Hilmi E. Egilmez, Dilip Bethanabhotla, Andreas F. Molisch, Michael J. Neely, Giuseppe Caire, Antonio Ortega
2013	—	`conf`	Enabling Gigabit services for IEEE 802.11ad-capable high-speed train networks. RWS Joongheon Kim, Andreas F. Molisch
2013	J	`jnl`	Joint Scalable Coding and Routing for 60 GHz Real-Time Live HD Video Streaming Applications CoRR Joongheon Kim, Yafei Tian, Stefan Mangold, Andreas F. Molisch
2013	J	`jnl`	Joint Scalable Coding and Routing for 60 GHz Real-Time Live HD Video Streaming Applications. IEEE Trans. Broadcast. Joongheon Kim, Yafei Tian, Stefan Mangold, Andreas F. Molisch
2013	J	`jnl`	Quality-Aware Coding and Relaying for 60 GHz Real-Time Wireless Video Broadcasting CoRR Joongheon Kim, Yafei Tian, Stefan Mangold, Andreas F. Molisch
2013	—	`conf`	Quality-aware coding and relaying for 60 GHz real-time wireless video broadcasting. ICC Joongheon Kim, Yafei Tian, Stefan Mangold, Andreas F. Molisch
2013	J	`jnl`	The Sybil Attacks and Defenses: A Survey. CoRR Aziz Mohaisen, Joongheon Kim
2013	J	`jnl`	The Sybil Attacks and Defenses: A Survey. Smart Comput. Rev. Aziz Mohaisen, Joongheon Kim
2011	B	`conf`	Joint optimization of HD video coding rates and unicast flow control for IEEE 802.11ad relaying. PIMRC Joongheon Kim, Yafei Tian, Andreas F. Molisch, Stefan Mangold
2010	A	`conf`	Energy-efficient rate-adaptive GPS-based positioning for smartphones. MobiSys Jeongyeup Paek, Joongheon Kim, Ramesh Govindan
2010	—	`conf`	mmWave SVD-based beamformed MIMO communication systems. CCNC Sergey Tiraspolsky, BeomJin Jeon, Joongheon Kim, Alexey Rubtsov, Alexander G. Flaksman, Victor T. Ermolayev
2009	—	`conf`	Demonstration of Display Sharing over Multi-Gbps Wireless Video and Audio Network. CCNC Joongheon Kim, BeomJin Jeon
2009	—	`conf`	Optimal Beaconing for 60 GHz Millimeter Wave. CCNC Joongheon Kim, BeomJin Jeon
2008	—	`conf`	Cooperative relaying strategies for multi-hop wireless sensor networks. COMSWARE Joongheon Kim, Wonjun Lee
2007	J	`jnl`	Coverage-time optimized dynamic clustering of networked sensors for pervasive home networking. IEEE Trans. Consumer Electron. Joongheon Kim, Wonjun Lee, Eunkyo Kim, Doe-Wan Kim, Hyeokman Kim
2007	Misc	`conf`	Genetic Algorithmic Topology Control for Two-Tiered Wireless Sensor Networks. International Conference on Computational Science (4) Donghwan Lee, Wonjun Lee, Joongheon Kim
2007	C	`conf`	Mobility Driven Vertical Handover for Mobile IPTV Traffic in Hybrid IEEE 802.11e/16e Networks. UIC Eunjun Choi, Wonjun Lee, Joongheon Kim
2007	J	`jnl`	Movement-Aware Vertical Handoff of WLAN and Mobile WiMAX for Seamless Ubiquitous Access. IEEE Trans. Consumer Electron. Wonjun Lee, Eunkyo Kim, Joongheon Kim, Inkyu Lee, Choonhwa Lee
2007	J	`jnl`	Optimized transmission power control of interrogators for collision arbitration in UHF RFID systems. IEEE Commun. Lett. Joongheon Kim, Wonjun Lee, Eunkyo Kim, Dongshin Kim, Kyoungwon Suh
2007	—	`conf`	Power Saving Medium Access for Beacon-Enabled IEEE 802.15.4 LR-WPANs. HCI (9) Joongheon Kim, Wonjun Lee
2006	C	`conf`	A Power Balanced Multipath Routing Protocol inWireless Ad-Hoc Sensor Networks. CIT Dongshin Kim, Wonjun Lee, Bok-Nyong Park, Joongheon Kim, Christian Shin, Changmin Shin
2006	C	`conf`	Dynamic Clustering for Coverage-Time Maximization in Two-Tiered Hierarchical Sensor Network Architectures. EUC Joongheon Kim, Wonjun Lee, Dongshin Kim, Eunkyo Kim, Hyeokman Kim, Sanghyun Ahn
2006	—	`conf`	Energy-Aware Distributed Topology Control for Coverage-Time Optimization in Clustering-Based Heterogeneous Sensor Networks. VTC Spring Joongheon Kim, Jihoon Choi, Wonjun Lee
2005	B	`conf`	Effect of localized optimal clustering for reader anti-collision in RFID networks: fairness aspects to the readers. ICCCN Joongheon Kim, Wonjun Lee, Jieun Yu, Jihoon Myung, Eunkyo Kim, Choonhwa Lee
2005	—	`conf`	On Energy-Aware Dynamic Clustering for Hierarchical Sensor Networks. EUC Workshops Joongheon Kim, Wonjun Lee, Eunkyo Kim, Joonmo Kim, Choonhwa Lee, Sungjin Kim, SooYeon Kim
2005	—	`conf`	Weighted Localized Clustering: A Coverage-Aware Reader Collision Arbitration Protocol in RFID Networks. ICESS Joongheon Kim, Wonjun Lee, Jaewon Jung, Jihoon Choi, Eunkyo Kim, Joonmo Kim
2005	—	`conf`	w-LLC: Weighted Low-Energy Localized Clustering for Embedded Networked Sensors. FSKD (2) Joongheon Kim, Wonjun Lee, Eunkyo Kim, Choonhwa Lee