Soyi Jung

ORCID

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 107

Top Venues

Publications

JooYong Shim, Soyi Jung, Joongheon Kim, Jong-Kook Kim
Stabilized Performance Maximization for GAN-based Real-Time Authentication Image Generation over Internet. Multim. Tools Appl. 83 (22) (2024)
Won-Jae Lee, Tae-Yoon Kim, Jin-Ki Kim, Soyi Jung, Jae-Hyun Kim
Group contention-based full-duplex unmanned aerial vehicle relay system. ICT Express 10 (1) (2024)
Gyu Seon Kim, Yeryeong Cho, Jaehyun Chung, Soohyun Park, Soyi Jung, Zhu Han, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks. CoRR (2024)
Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected Vehicles. IEEE Trans. Veh. Technol. 73 (7) (2024)
Junyoung Kim, Soyi Jung
Enhancing UAV Stability: A Deep Reinforcement Learning Strategy. ICEIC (2024)
Soohyun Park, Jae Pyoung Kim, Chanyoung Park, Soyi Jung, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation. IEEE Commun. Mag. 62 (6) (2024)
Soohyun Park, Soyi Jung, Joongheon Kim
Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems Using Slimmable Quantum Neural Networks. IEEE Access 12 (2024)
Chanyoung Park, Haemin Lee, Won Joon Yun, Soohyun Park, Soyi Jung, Joongheon Kim
Poster: Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. ICDCS (2023)
Won Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee, Joongheon Kim
Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset. Comput. Biol. Medicine 156 (2023)
Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. CoRR (2023)
Hyunsoo Lee, Soohyun Park, Won Joon Yun, Soyi Jung, Joongheon Kim
Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems. CoRR (2023)
Chanyoung Park, Gyu Seon Kim, Soohyun Park, Soyi Jung, Joongheon Kim
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility. IEEE Trans. Intell. Veh. 8 (8) (2023)
Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. ICOIN (2023)
Soohyun Park, Jae Pyoung Kim, Chanyoung Park, Soyi Jung, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation. CoRR (2023)
Tae-Yoon Kim, Jin-Ki Kim, Won-Jae Lee, Soyi Jung, Jae-Hyun Kim
Energy-efficient full-duplex MAC protocol design for air-terrestrial communication. J. Commun. Networks 25 (3) (2023)
Soohyun Park, Hao Feng, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim
Demo: EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software Analysis. ICDCS (2023)
Soohyun Park, Hao Feng, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim
EQuaTE: Efficient Quantum Train Engine for Runtime Dynamic Analysis and Visual Feedback in Autonomous Driving. IEEE Internet Comput. 27 (5) (2023)
Gyu Seon Kim, Hyunsoo Lee, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Hybrid MAC for Military UAV Networks. ICOIN (2023)
Soohyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks. CoRR (2023)
Chanyoung Park, Soohyun Park, Gyu Seon Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility. ICC (2023)
Soohyun Park, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Hao Feng, Joongheon Kim
EQuaTE: Efficient Quantum Train Engine for Dynamic Analysis via HCI-based Visual Feedback. CoRR (2023)
Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Jihong Park, Minseok Choi, Soyi Jung, Joongheon Kim
Quantum distributed deep learning architectures: Models, discussions, and applications. ICT Express 9 (3) (2023)
Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management. IEEE Internet Things J. 10 (11) (2023)
Soohyun Park, Haemin Lee, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes. CoRR (2023)
Soyi Jung, Jae-Hyun Kim, David Mohaisen, Joongheon Kim
Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auction. Comput. Networks 225 (2023)
Soohyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Workload-Aware Scheduling Using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks. IEEE Access 11 (2023)
Chanyoung Park, Gyu Seon Kim, Soohyun Park, Soyi Jung, Joongheon Kim
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility. CoRR (2023)
Chanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, Soohyun Park, Soyi Jung, Joongheon Kim
Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems. IEEE Internet Things J. 10 (22) (2023)
Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Joongheon Kim
Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications. CoRR (2023)
Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks. IEEE/ACM Trans. Netw. 31 (6) (2023)
Soyi Jung, Chanyoung Park, Marco Levorato, Jae-Hyun Kim, Joongheon Kim
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks. IEEE Trans. Veh. Technol. 72 (11) (2023)
Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management. CoRR (2023)
Hankyul Baek, Rhoan Lee, Soyi Jung, Joongheon Kim, Soohyun Park
Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework. IEEE Open J. Comput. Soc. 4 (2023)
Chanyoung Park, Haemin Lee, Won Joon Yun, Soyi Jung, Carlos Cordeiro, Joongheon Kim
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control. CoRR (2022)
Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim
AoI-Aware Markov Decision Policies for Caching. CoRR (2022)
Youngkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim
Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification. ICUFN (2022)
Won Joon Yun, Myungjae Shin, Soyi Jung, Sean S.-C. Kwon, Joongheon Kim
Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehicles. J. Commun. Networks 24 (6) (2022)
Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim
Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. ICTC (2022)
Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. ICDCS (2022)
Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. CoRR (2022)
Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks. CoRR (2022)
Hyunsoo Lee, Haemin Lee, Soyi Jung, Joongheon Kim
Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach. ICOIN (2022)
Yoo Jeong Ha, Gusang Lee, Minjae Yoo, Soyi Jung, Seehwan Yoo, Joongheon Kim
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset. CoRR (2022)
Chanyoung Park, Jae Pyoung Kim, Won Joon Yun, Soyi Jung, Joongheon Kim
Visual Simulation Software Demonstration for Quantum Multi-Drone Reinforcement Learning. CoRR (2022)
Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Donghwa Kim
Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks. CoRR (2022)
Won Joon Yun, David Mohaisen, Soyi Jung, Jong-Kook Kim, Joongheon Kim
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly. CIKM (2022)
Chanyoung Park, Soohyun Park, Gyu Seon Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility. CoRR (2022)
Won Joon Yun, Soohyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim
Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control. IEEE Trans. Ind. Informatics 18 (10) (2022)
Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Dong Hwa Kim
Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks. ICTC (2022)
Soyi Jung, Moon-Sik Lee, Jihyung Kim, Mi-Young Yun, Joongheon Kim, Jae-Hyun Kim
Trustworthy handover in LEO satellite mobile networks. ICT Express 8 (3) (2022)
Haemin Lee, Youngkee Kim, Hyunhee Cho, Soyi Jung, Joongheon Kim
The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets. ICOIN (2022)
Yunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Minseok Choi, Soyi Jung, Joongheon Kim
Quantum Heterogeneous Distributed Deep Learning Architectures: Models, Discussions, and Applications. CoRR (2022)
Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim
AoI-Aware Markov Decision Policies for Caching. ICDCS (2022)
Won Joon Yun, Jae Pyoung Kim, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
Slimmable Quantum Federated Learning. CoRR (2022)
Soohyun Park, Minjae Yoo, Soyi Jung, Minseok Choi, Joongheon Kim
Introduction to Secure Computing Methods in Unmanned Aerial Vehicles. ICUFN (2022)
Won Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design. CoRR (2022)
Haemin Lee, Sean S.-C. Kwon, Soyi Jung, Joongheon Kim
Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery. CoRR (2022)
Hyunsoo Lee, Won Joon Yun, Soyi Jung, Jae-Hyun Kim, Joongheon Kim
DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization. APWCS (2022)
Hankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception. CoRR (2022)
Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
Age-of-Information Aware Contents Caching and Distribution for Connected Vehicles. CoRR (2022)
Youngkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim
Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification. CoRR (2022)
Haemin Lee, Sean S.-C. Kwon, Soyi Jung, Joongheon Kim
Neural Myerson auction for truthful and energy-efficient autonomous aerial data delivery. J. Commun. Networks 24 (6) (2022)
Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim
Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks. CoRR (2022)
Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. ICDCS (2022)
Won Joon Yun, Jae Pyoung Kim, Hankyul Baek, Soyi Jung, Jihong Park, Mehdi Bennis, Joongheon Kim
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding. CoRR (2022)
Kyeong-Rok Kim, Jung-Hoon Lee, Soyi Jung, Joongheon Kim, Jae-Hyun Kim
Stabilized Detection Accuracy Maximization Using Adaptive SAR Image Processing in LEO Networks. IEEE Trans. Veh. Technol. 71 (5) (2022)
Hankyul Baek, Haemin Lee, Ji-Yeon Kim, Soyi Jung, Minseok Choi, Joongheon Kim
Trends in 3D Point Cloud Contents Sampling in Mobile AR/VR Platforms. APWCS (2022)
Sanghyon Park, Jaeyoon Park, Joongheon Kim, Soyi Jung
Deep Reinforcement Learning for Complex Topography in Urban Aerial Mobility: Sensor-based Calibration and Visualization. ICTC (2022)
Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. INFOCOM (2022)
Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. CoRR (2022)
Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim
Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. APWCS (2021)
Kyeong-Rok Kim, Soyi Jung, Jae-Hyun Kim
Adaptive speckle filtering for real-time computing in low earth orbit satellite synthetic aperture radar. ICT Express 7 (2) (2021)
Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim
Quantum Neural Networks: Concepts, Applications, and Challenges. ICUFN (2021)
Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Soyi Jung, Joongheon Kim
Trends in Neural Architecture Search: Towards the Acceleration of Search. CoRR (2021)
Soyi Jung, Won Joon Yun, Joongheon Kim, Jae-Hyun Kim
Infrastructure-Assisted Cooperative Multi-UAV Deep Reinforcement Energy Trading Learning for Big-Data Processing. ICOIN (2021)
Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. ICTC (2021)
Haemin Lee, Soyi Jung, Joongheon Kim
Distributed and Autonomous Aerial Data Collection in Smart City Surveillance Applications. APWCS (2021)
Dohyun Kim, Soohyun Park, Joongheon Kim, Jae Young Bang, Soyi Jung
Stabilized adaptive sampling control for reliable real-time learning-based surveillance systems. J. Commun. Networks 23 (2) (2021)
Soyi Jung, Won Joon Yun, Myungjae Shin, Joongheon Kim, Jae-Hyun Kim
Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems. IEEE Trans. Veh. Technol. 70 (6) (2021)
Hyunsoo Lee, Haemin Lee, Soyi Jung, Joongheon Kim
Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach. CoRR (2021)
Yoo Jeong Ha, Soyi Jung, Jae-Hyun Kim, Marco Levorato, Joongheon Kim
Spatio-Temporal Split Learning for Autonomous Aerial Surveillance using Urban Air Mobility (UAM) Networks. CoRR (2021)
Haemin Lee, Hyunhee Cho, Soyi Jung, Joongheon Kim
The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets. CoRR (2021)
Soyi Jung, Joongheon Kim
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms. J. Real Time Image Process. 18 (5) (2021)
Yoo Jeong Ha, Minjae Yoo, Soohyun Park, Soyi Jung, Joongheon Kim
Secure Aerial Surveillance using Split Learning. CoRR (2021)
Won Joon Yun, Myungjae Shin, Soyi Jung, Sean S.-C. Kwon, Joongheon Kim
Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles. CoRR (2021)
Soyi Jung, Joongheon Kim, Jae-Hyun Kim
Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks. IEEE Syst. J. 15 (3) (2021)
Haemin Lee, Soyi Jung, Joongheon Kim
Truthful electric vehicle charging via neural-architectural Myerson auction. ICT Express 7 (2) (2021)
Hankyul Baek, Won Joon Yun, Soyi Jung, Jihong Park, Mingyue Ji, Joongheon Kim, Mehdi Bennis
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding. CoRR (2021)
Soyi Jung, Joongheon Kim, Marco Levorato, Carlos Cordeiro, Jae-Hyun Kim
Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles. IEEE Trans. Veh. Technol. 70 (8) (2021)
Yunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim
Quantum Neural Networks: Concepts, Applications, and Challenges. CoRR (2021)
Joongheon Kim, Seunghoon Park, Soyi Jung, Seehwan Yoo
Spatio-Temporal Split Learning. DSN (Supplements) (2021)
Won Joon Yun, Yoo Jeong Ha, Soyi Jung, Joongheon Kim
Autonomous Aerial Mobility Learning for Drone-Taxi Flight Control. ICTC (2021)
Yunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation. CoRR (2021)
Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Soyi Jung, Joongheon Kim
Trends in Neural Architecture Search: Towards the Acceleration of Search. ICTC (2021)
Soohyun Park, Soyi Jung, Haemin Lee, Joongheon Kim, Jae-Hyun Kim
Large-Scale Water Quality Prediction Using Federated Sensing and Learning: A Case Study with Real-World Sensing Big-Data. Sensors 21 (4) (2021)
Yoo Jeong Ha, Minjae Yoo, Gusang Lee, Soyi Jung, Sae Won Choi, Joongheon Kim, Seehwan Yoo
Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data. CoRR (2021)
Yoo Jeong Ha, Minjae Yoo, Soohyun Park, Soyi Jung, Joongheon Kim
Secure Aerial Surveillance using Split Learning. ICUFN (2021)
Joongheon Kim, Seunghoon Park, Soyi Jung, Seehwan Yoo
Spatio-Temporal Split Learning. CoRR (2021)
Hankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. CoRR (2021)
Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim
Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Soyi Jung