Soyi Jung
Orcid: 0000-0001-8435-0646Affiliations:
- Korea University, Seoul, South Korea
According to our database1,
Soyi Jung
authored at least 82 papers
between 2017 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
ICT Express, February, 2024
Proceedings of the International Conference on Electronics, Information, and Communication, 2024
2023
IEEE/ACM Trans. Netw., December, 2023
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks.
IEEE Trans. Veh. Technol., November, 2023
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility.
IEEE Trans. Intell. Veh., August, 2023
J. Commun. Networks, June, 2023
Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management.
IEEE Internet Things J., June, 2023
Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auction.
Comput. Networks, April, 2023
Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset.
Comput. Biol. Medicine, April, 2023
Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization Framework.
IEEE Open J. Comput. Soc., 2023
Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems.
IEEE Internet Things J., 2023
EQuaTE: Efficient Quantum Train Engine for Runtime Dynamic Analysis and Visual Feedback in Autonomous Driving.
IEEE Internet Comput., 2023
Quantum distributed deep learning architectures: Models, discussions, and applications.
ICT Express, 2023
CoRR, 2023
Two Tales of Platoon Intelligence for Autonomous Mobility Control: Enabling Deep Learning Recipes.
CoRR, 2023
Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications.
CoRR, 2023
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems.
CoRR, 2023
EQuaTE: Efficient Quantum Train Engine for Dynamic Analysis via HCI-based Visual Feedback.
CoRR, 2023
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management.
CoRR, 2023
Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems.
CoRR, 2023
Workload-Aware Scheduling Using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks.
IEEE Access, 2023
Proceedings of the International Conference on Information Networking, 2023
Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception.
Proceedings of the International Conference on Information Networking, 2023
Poster: Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Demo: EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software Analysis.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility.
Proceedings of the IEEE International Conference on Communications, 2023
2022
Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehicles.
J. Commun. Networks, December, 2022
Neural Myerson auction for truthful and energy-efficient autonomous aerial data delivery.
J. Commun. Networks, December, 2022
Stabilized Detection Accuracy Maximization Using Adaptive SAR Image Processing in LEO Networks.
IEEE Trans. Veh. Technol., 2022
Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control.
IEEE Trans. Ind. Informatics, 2022
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding.
CoRR, 2022
Visual Simulation Software Demonstration for Quantum Multi-Drone Reinforcement Learning.
CoRR, 2022
CoRR, 2022
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control.
CoRR, 2022
Quantum Heterogeneous Distributed Deep Learning Architectures: Models, Discussions, and Applications.
CoRR, 2022
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
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control.
CoRR, 2022
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the Thirteenth International Conference on Ubiquitous and Future Networks, 2022
Search Space Adaptation for Differentiable Neural Architecture Search in Image Classification.
Proceedings of the Thirteenth International Conference on Ubiquitous and Future Networks, 2022
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022
Deep Reinforcement Learning for Complex Topography in Urban Aerial Mobility: Sensor-based Calibration and Visualization.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022
Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022
Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic Approach.
Proceedings of the International Conference on Information Networking, 2022
The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets.
Proceedings of the International Conference on Information Networking, 2022
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization.
Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2022
Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2022
2021
Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems.
IEEE Trans. Veh. Technol., 2021
Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles.
IEEE Trans. Veh. Technol., 2021
Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile Networks.
IEEE Syst. J., 2021
Large-Scale Water Quality Prediction Using Federated Sensing and Learning: A Case Study with Real-World Sensing Big-Data.
Sensors, 2021
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms.
J. Real Time Image Process., 2021
Stabilized adaptive sampling control for reliable real-time learning-based surveillance systems.
J. Commun. Networks, 2021
Distributed deep reinforcement learning for autonomous aerial eVTOL mobility in drone taxi applications.
ICT Express, 2021
ICT Express, 2021
Adaptive speckle filtering for real-time computing in low earth orbit satellite synthetic aperture radar.
ICT Express, 2021
The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer Tweets.
CoRR, 2021
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding.
CoRR, 2021
Spatio-Temporal Split Learning for Autonomous Aerial Surveillance using Urban Air Mobility (UAM) Networks.
CoRR, 2021
Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies With COVID-19 CT, X-Ray, and Cholesterol Data.
IEEE Access, 2021
Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021
Proceedings of the Twelfth International Conference on Ubiquitous and Future Networks, 2021
Proceedings of the Twelfth International Conference on Ubiquitous and Future Networks, 2021
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
Infrastructure-Assisted Cooperative Multi-UAV Deep Reinforcement Energy Trading Learning for Big-Data Processing.
Proceedings of the International Conference on Information Networking, 2021
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021
Distributed and Autonomous Aerial Data Collection in Smart City Surveillance Applications.
Proceedings of the 2021 IEEE VTS 17th Asia Pacific Wireless Communications Symposium (APWCS), 2021
Proceedings of the 2021 IEEE VTS 17th Asia Pacific Wireless Communications Symposium (APWCS), 2021
2020
Belief Propagation based Scheduling for Energy Efficient Multi-drone Monitoring System.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020
2019
IEEE Access, 2019
Reducing Consecutive Collisions in Sensing Based Semi Persistent Scheduling for Cellular-V2X.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
2018
Adaptive resource allocation and congestion control algorithm for massive devices in LTE-A.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
2017
Performance evaluation of random access response estimation scheme for IoT communications.
Proceedings of the IEEE International Conference on Communications, 2017