Soyi Jung - RankMe

142 papers A* 1A 6B 2Journal 98Unranked 35

Year	Rank	Type	Title / Venue / Authors
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`	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	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	—	`conf`	Lyapunov-Optimized Traffic Splitting in TN-NTN using QMIX for Enhanced Network Stability. CCNC Seoyeong Park, Junyoung Kim, Huiyeon Jang, Soyi Jung
2026	J	`jnl`	Multiagent Deep Reinforcement Learning for Joint Movement and User Association of UAV-BS Emergency Indoor User Service. IEEE Internet Things J. Tae-Yoon Kim, Jihong Park, Junghwa Kang, Jaeyeol Lee, Soyi Jung, Jae-Hyun 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
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`	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	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`	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	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	B	`conf`	Optimized Handover Management for Reliable Connectivity in GEO-LEO Satellite Networks via Predictive Reinforcement Learning. WiOpt Huiyeon Jang, Junyoung Kim, Minsu Shin, In-Sop Cho, Soyi Jung
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	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`	Situation-aware deep reinforcement learning for autonomous nonlinear mobility control in cyber-physical loitering munition systems. J. Commun. Networks Hyunsoo Lee, Soyi Jung, Soohyun Park
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
2025	—	`conf`	Synergistic Power Optimization in Satellite-Terrestrial Coexistence Networks Via Attention-Driven Deep Reinforcement Learning. VTC2025-Spring Junyoung Kim, Jaeyeol Lee, Jiseok Jang, Jae-Hyun Kim, Soyi Jung
2024	—	`conf`	A Survey of Behavior Tree-Based Task Planning Algorithms for Autonomous Robotic Systems. ICTC Mingyu Shin, Soyi Jung
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`	CNN-LSTM Based Prediction of LoS Duration in Satellite Communication Network. ICTC Huiyeon Jang, Soyi Jung
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	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	—	`conf`	Enhancing UAV Stability: A Deep Reinforcement Learning Strategy. ICEIC Junyoung Kim, Soyi Jung
2024	J	`jnl`	Group contention-based full-duplex unmanned aerial vehicle relay system. ICT Express Won-Jae Lee, Tae-Yoon Kim, Jin-Ki Kim, Soyi Jung, Jae-Hyun Kim
2024	—	`conf`	Interference Mitigation and Resource Allocation in Integrated TN-NTN Systems via Deep Q-Learning. ICTC Seoyeong Park, Soyi Jung
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	—	`conf`	Low Earth Orbit Satellite Scheduling Optimization Based on Deep Reinforcement Learning. ICTC Junyoung Kim, Soyi Jung
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`	Optimized Guard Band Allocation for TN and NTN Coexistence Using Reinforcement Learning. ICTC Jiseok Jang, Soyi Jung
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	—	`conf`	Reinforcement Learning-Based Motion Planning for Robotic Manipulators in Smart Industry. ICTC Junhyung Cho, Soyi Jung
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	—	`conf`	Survey on Graph Neural Networks for Imitation Learning: Algorithms and Applications. ICTC Injun Hwang, Soyi Jung
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`	Energy-efficient full-duplex MAC protocol design for air-terrestrial communication. J. Commun. Networks Tae-Yoon Kim, Jin-Ki Kim, Won-Jae Lee, Soyi Jung, Jae-Hyun 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`	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	—	`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	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	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	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`	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`	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`	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	—	`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	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	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`	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	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	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	—	`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`	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	—	`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`	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`	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`	Adaptive speckle filtering for real-time computing in low earth orbit satellite synthetic aperture radar. ICT Express Kyeong-Rok Kim, Soyi Jung, Jae-Hyun 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`	Autonomous Aerial Mobility Learning for Drone-Taxi Flight Control. ICTC Won Joon Yun, Yoo Jeong Ha, Soyi Jung, 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	—	`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	—	`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	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	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`	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 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`	Belief Propagation based Scheduling for Energy Efficient Multi-drone Monitoring System. ICTC Soyi Jung, Peng Yang, Tony Q. S. Quek, Jae-Hyun Kim