Soyi Jung - researchr alias

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Viewing Publication 1 - 53 from 53

2024

Enhancing UAV Stability: A Deep Reinforcement Learning StrategyJunyoung Kim, Soyi Jung. elinfocom 2024: 1-4 [doi]

Group contention-based full-duplex unmanned aerial vehicle relay systemWon-jae Lee, Tae-Yoon Kim, Jin Ki Kim, Soyi Jung, Jae-Hyun Kim. ict-express, 10(1):65-70, February 2024. [doi]

2023

Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture PerceptionHankyul Baek, Yoo Jeong Ha, Minjae Yoo, Soyi Jung, Joongheon Kim. icoin 2023: 746-749 [doi]

Real-Time High-Quality Visualization for Volumetric Contents Rendering: A Lyapunov Optimization FrameworkHankyul Baek, Rhoan Lee, Soyi Jung, Joongheon Kim, SooHyun Park. ojcomps, 4:243-252, 2023. [doi]

Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auctionSoyi Jung, Jae-Hyun Kim, David Mohaisen, Joongheon Kim. cn, 225:109651, April 2023. [doi]

Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV NetworksSoyi Jung, Chanyoung Park, Marco Levorato, Jae-Hyun Kim, Joongheon Kim. tvt, 72(11):14889-14905, November 2023. [doi]

Energy-efficient full-duplex MAC protocol design for air-terrestrial communicationTae-Yoon Kim, Jin Ki Kim, Won-jae Lee, Soyi Jung, Jae-Hyun Kim. jcn, 25(3):333-343, June 2023. [doi]

Hybrid MAC for Military UAV NetworksGyu Seon Kim, Hyunsoo Lee, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim. icoin 2023: 656-659 [doi]

Quantum distributed deep learning architectures: Models, discussions, and applicationsYunseok Kwak, Won Joon Yun, Jae Pyoung Kim, Hyunhee Cho, Jihong Park, Minseok Choi, Soyi Jung, Joongheon Kim. ict-express, 9(3):486-491, 2023. [doi]

Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air MobilityChanyoung Park, Gyu Seon Kim, SooHyun Park, Soyi Jung, Joongheon Kim. tiv, 8(8):4016-4030, August 2023. [doi]

Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV SystemsChanyoung Park, Won Joon Yun, Jae Pyoung Kim, Tiago Koketsu Rodrigues, SooHyun Park, Soyi Jung, Joongheon Kim. iotj, 10(22):20033-20048, nov15 2023. [doi]

Workload-Aware Scheduling Using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance NetworksSooHyun Park, Chanyoung Park, Soyi Jung, Jae-Hyun Kim, Joongheon Kim. access, 11:16533-16548, 2023. [doi]

EQuaTE: Efficient Quantum Train Engine for Runtime Dynamic Analysis and Visual Feedback in Autonomous DrivingSooHyun Park, Hao Feng 0002, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim. internet, 27(5):24-31, September - October 2023. [doi]

Poster: Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access ApplicationsChanyoung Park, Haemin Lee, Won Joon Yun, SooHyun Park, Soyi Jung, Joongheon Kim. icdcs 2023: 1043-1044 [doi]

Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air MobilityChanyoung Park, SooHyun Park, Gyu Seon Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim. icc 2023: 5689-5694 [doi]

Demo: EQuaTE: Efficient Quantum Train Engine Design and Demonstration for Dynamic Software AnalysisSooHyun Park, Hao Feng 0002, Won Joon Yun, Chanyoung Park, Youn Kyu Lee, Soyi Jung, Joongheon Kim. icdcs 2023: 1009-1012 [doi]

Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory ManagementWon Joon Yun, Jae Pyoung Kim, Soyi Jung, Jae-Hyun Kim, Joongheon Kim. iotj, 10(11):9942-9952, June 2023. [doi]

Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject datasetWon Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee, Joongheon Kim. cbm, 156:106739, April 2023. [doi]

SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural NetworksWon Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim. ton, 31(6):2499-2514, December 2023. [doi]

2022

Trends in 3D Point Cloud Contents Sampling in Mobile AR/VR PlatformsHankyul Baek, Haemin Lee, Ji-Yeon Kim, Soyi Jung, Minseok Choi, Joongheon Kim. apwcs2 2022: 171-175 [doi]

Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural NetworksHankyul Baek, Won Joon Yun, Yunseok Kwak, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim. infocom 2022: 1729-1738 [doi]

Trustworthy handover in LEO satellite mobile networksSoyi Jung, Moon-Sik Lee, Jihyung Kim, Mi-Young Yun, Joongheon Kim, Jae-Hyun Kim. ict-express, 8(3):432-437, 2022. [doi]

Search Space Adaptation for Differentiable Neural Architecture Search in Image ClassificationYoungkee Kim, Soyi Jung, Minseok Choi, Joongheon Kim. icufn 2022: 363-365 [doi]

Stabilized Detection Accuracy Maximization Using Adaptive SAR Image Processing in LEO NetworksKyeong-Rok Kim, Jung Hoon Lee, Soyi Jung, Joongheon Kim, Jae-Hyun Kim. tvt, 71(5):5661-5665, 2022. [doi]

Quality-Aware Real-Time Augmented Reality Visualization under Delay ConstraintsRhoan Lee, SooHyun Park, Soyi Jung, Joongheon Kim. icdcs 2022: 1292-1293 [doi]

The Credibility Cryptocurrency Valuation: Statistical Learning Analysis for Influencer TweetsHaemin Lee, Youngkee Kim, Hyunhee Cho, Soyi Jung, Joongheon Kim. icoin 2022: 58-61 [doi]

Stable Marriage Matching for Traffic-Aware Space-Air-Ground Integrated Networks: A Gale-Shapley Algorithmic ApproachHyunsoo Lee, Haemin Lee, Soyi Jung, Joongheon Kim. icoin 2022: 474-477 [doi]

DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and VisualizationHyunsoo Lee, Won Joon Yun, Soyi Jung, Jae-Hyun Kim, Joongheon Kim. apwcs2 2022: 112-116 [doi]

Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying NetworksHaemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim 0002. ictc 2022: 1581-1584 [doi]

Neural Myerson auction for truthful and energy-efficient autonomous aerial data deliveryHaemin Lee, Sean S.-C. Kwon, Soyi Jung, Joongheon Kim. jcn, 24(6):730-741, December 2022. [doi]

Introduction to Secure Computing Methods in Unmanned Aerial VehiclesSooHyun Park, Minjae Yoo, Soyi Jung, Minseok Choi, Joongheon Kim. icufn 2022: 239-241 [doi]

AoI-Aware Markov Decision Policies for CachingSooHyun Park, Soyi Jung, Minseok Choi, Joongheon Kim. icdcs 2022: 1274-1275 [doi]

Deep Reinforcement Learning for Complex Topography in Urban Aerial Mobility: Sensor-based Calibration and VisualizationSanghyon Park, Jaeyoon Park, Joongheon Kim, Soyi Jung. ictc 2022: 1201-1203 [doi]

Tutorial on Course-of-Action (COA) Attack Search Methods in Computer NetworksSeok Bin Son, SooHyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Dong Hwa Kim 0002. ictc 2022: 1972-1975 [doi]

Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture AssemblyWon Joon Yun, David Mohaisen, Soyi Jung, Jong-Kook Kim, Joongheon Kim. CIKM 2022: 3624-3633 [doi]

Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV ControlWon Joon Yun, SooHyun Park, Joongheon Kim, Myungjae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim. tii, 18(10):7086-7096, 2022. [doi]

Parallelized and randomized adversarial imitation learning for safety-critical self-driving vehiclesWon Joon Yun, Myungjae Shin, Soyi Jung, Sean S.-C. Kwon, Joongheon Kim. jcn, 24(6):710-721, December 2022. [doi]

Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit DesignWon Joon Yun, Yunseok Kwak, Jae Pyoung Kim, Hyunhee Cho, Soyi Jung, Jihong Park, Joongheon Kim. icdcs 2022: 1332-1335 [doi]

2021

Secure Aerial Surveillance using Split LearningYoo Jeong Ha, Minjae Yoo, SooHyun Park, Soyi Jung, Joongheon Kim. icufn 2021: 434-437 [doi]

Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies With COVID-19 CT, X-Ray, and Cholesterol DataYoo Jeong Ha, Minjae Yoo, Gusang Lee, Soyi Jung, Sae Won Choi, Joongheon Kim, Seehwan Yoo. access, 9:121046-121059, 2021. [doi]

Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platformsSoyi Jung, Joongheon Kim. jrtip, 18(5):1815-1825, 2021. [doi]

Intelligent Active Queue Management for Stabilized QoS Guarantees in 5G Mobile NetworksSoyi Jung, Joongheon Kim, Jae-Hyun Kim. sj, 15(3):4293-4302, 2021. [doi]

Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected VehiclesSoyi Jung, Joongheon Kim, Marco Levorato, Carlos Cordeiro, Jae-Hyun Kim. tvt, 70(8):7307-7321, 2021. [doi]

Quantum Scheduling for Millimeter-Wave Observation Satellite ConstellationJoongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim. apwcs2 2021: 1-5 [doi]

Trends in Neural Architecture Search: Towards the Acceleration of SearchYoungkee Kim, Won Joon Yun, Youn Kyu Lee, Soyi Jung, Joongheon Kim. ictc 2021: 421-424 [doi]

Stabilized adaptive sampling control for reliable real-time learning-based surveillance systemsDohyun Kim, SooHyun Park, Joongheon Kim, Jae young Bang, Soyi Jung. jcn, 23(2):129-137, 2021. [doi]

Spatio-Temporal Split LearningJoongheon Kim, Seunghoon Park, Soyi Jung, Seehwan Yoo. dsn 2021: 11-12 [doi]

Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based ImplementationYunseok Kwak, Won Joon Yun, Soyi Jung, Jong-Kook Kim, Joongheon Kim. ictc 2021: 416-420 [doi]

Quantum Neural Networks: Concepts, Applications, and ChallengesYunseok Kwak, Won Joon Yun, Soyi Jung, Joongheon Kim. icufn 2021: 413-416 [doi]

Visualization of Deep Reinforcement Autonomous Aerial Mobility Learning SimulationsGusang Lee, Won Joon Yun, Soyi Jung, Joongheon Kim, Jae-Hyun Kim. infocom 2021: 1-2 [doi]

Distributed and Autonomous Aerial Data Collection in Smart City Surveillance ApplicationsHaemin Lee, Soyi Jung, Joongheon Kim. apwcs2 2021: 1-3 [doi]

Autonomous Aerial Mobility Learning for Drone-Taxi Flight ControlWon Joon Yun, Yoo Jeong Ha, Soyi Jung, Joongheon Kim. ictc 2021: 329-332 [doi]

Attention-based Reinforcement Learning for Real-Time UAV Semantic CommunicationWon Joon Yun, Byungju Lim, Soyi Jung, Young-Chai Ko, Jihong Park, Joongheon Kim, Mehdi Bennis. iswcs 2021: 1-6 [doi]

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