Soohyun Park

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 65

Top Topics

Markov Decision

Reinforcement Learning

Autonomous Driving

Top Venues

Publications

Soohyun Park, Hankyul Baek, Jung Won Yoon, Youn Kyu Lee, Joongheon Kim
AQUA: Analytics-driven quantum neural network (QNN) user assistance for software validation. Future Gener. Comput. Syst. 159 (2024)
Ju-Hyung Lee, Chanyoung Park, Soohyun Park, Andreas F. Molisch
Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision Minimization. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Gyu Seon Kim, Jaehyun Chung, Soohyun Park
Realizing Stabilized Landing for Computation-Limited Reusable Rockets: A Quantum Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 73 (8) (2024)
Soohyun Park, Joongheon Kim
Quantum Neural Network Software Testing, Analysis, and Code Optimization for Advanced IoT Systems: Design, Implementation, and Visualization. CoRR (2024)
Minseok Choi, Won Joon Yun, Seok Bin Son, Soohyun Park, Joongheon Kim
Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming Using Adaptive Super-Resolution. IEEE Trans. Green Commun. Netw. 8 (1) (2024)
Soohyun Park, Hankyul Baek, Joongheon Kim
Quantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse. IEEE Access 12 (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)
Hyunsoo Lee, Soohyun Park
Sensing-Aware Deep Reinforcement Learning With HCI-Based Human-in-the-Loop Feedback for Autonomous Nonlinear Drone Mobility Control. IEEE Access 12 (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)
Soohyun Park, Chanyoung Park, Joongheon Kim
Learning-Based Cooperative Mobility Control for Autonomous Drone-Delivery. IEEE Trans. Veh. Technol. 73 (4) (2024)
Hyunsoo Lee, Gyu Seon Kim, Minseok Choi, Hankyul Baek, Soohyun Park
Farthest Agent Selection With Episode-Wise Observations for Real-Time Multi-Agent Reinforcement Learning Applications. IEEE Access 12 (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)
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)
Soohyun Park, Jae Pyoung Kim, Chanyoung Park, Soyi Jung, Joongheon Kim
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation. CoRR (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)
Hankyul Baek, Soohyun Park, Joongheon Kim
Logarithmic Dimension Reduction for Quantum Neural Networks. CIKM (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)
Jung-Gu Choi, Kion Kim, Soohyun Park, Juyoen Hur, Hyunjung Yang, Younghoon Kim, Hakbae Lee, Sanghoon Han
Investigation of factors regarding the effects of COVID-19 pandemic on college students' depression by quantum annealer. CoRR (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, Joongheon Kim
Quantum Reinforcement Learning for Large-Scale Multi-Agent Decision-Making in Autonomous Aerial Networks. APWCS (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)
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)
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)
Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Seok Bin Son, Soohyun Park, Joongheon Kim
Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection. IEEE Access 11 (2023)
Hankyul Baek, Won Joon Yun, Soohyun Park, Joongheon Kim
Stereoscopic scalable quantum convolutional neural networks. Neural Networks 165 (2023)
Soohyun Park, Hankyul Baek, Joongheon Kim
Quantum Split Learning for Privacy-Preserving Information Management. CIKM (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)
Seok Bin Son, Soohyun Park, Haemin Lee, Youngkee Kim, Dongwan Kim, Joongheon Kim
Introduction to MITRE ATT&CK: Concepts and Use Cases. ICOIN (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)
Ju-Hyung Lee, Chanyoung Park, Soohyun Park, Andreas F. Molisch
Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision Minimization. CoRR (2023)
Gyu Seon Kim, Jaehyun Chung, Soohyun Park
Realizing Stabilized Landing for Computation-Limited Reusable Rockets: A Quantum Reinforcement Learning Approach. CoRR (2023)
Seok Bin Son, Soohyun Park, Joongheon Kim
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection. 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)
Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim
AoI-Aware Markov Decision Policies for Caching. CoRR (2022)
Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. CoRR (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)
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)
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)
Rhoan Lee, Haemin Lee, Soohyun Park, Joongheon Kim
Adaptive and Stabilized Streaming for Edge-Assisted Connected Vehicles under Heterogeneous Computing Constraints. VTC Spring (2022)
Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim
AoI-Aware Markov Decision Policies for Caching. ICDCS (2022)
Soohyun Park, Minjae Yoo, Soyi Jung, Minseok Choi, Joongheon Kim
Introduction to Secure Computing Methods in Unmanned Aerial Vehicles. ICUFN (2022)
Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim
Age-of-Information Aware Contents Caching and Distribution for Connected Vehicles. CoRR (2022)
Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. ICDCS (2022)
Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. CoRR (2022)
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)
Jaeho Choi, Seunghyeok Oh, Soohyun Park, Jong-Kook Kim, Joongheon Kim
Proper Cost Hamiltonian Design for Combinatorial Optimization Problems: A Boolean Function Approach. ICOIN (2021)
Soohyun Park, Won-Yong Shin, Minseok Choi, Joongheon Kim
Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles. CoRR (2021)
Yoo Jeong Ha, Minjae Yoo, Soohyun Park, Soyi Jung, Joongheon Kim
Secure Aerial Surveillance using Split Learning. CoRR (2021)
Soohyun Park, Won-Yong Shin, Minseok Choi, Joongheon Kim
Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles. IEEE Access 9 (2021)
Haemin Lee, Soohyun Park, Junghyun Kim, Joongheon Kim
Auction-based Deep Learning Computation Offloading for Truthful Edge Computing: A Myerson Auction Approach. ICOIN (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, Soohyun Park, Soyi Jung, Joongheon Kim
Secure Aerial Surveillance using Split Learning. ICUFN (2021)
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
Performance Comparison of SRCNN, VDSR, and SRDenseNet Deep Learning Models in Embedded Autonomous Driving Platforms. ICOIN (2021)
Soohyun Park, Joongheon Kim
Trends in LEO Satellite Handover Algorithms. CoRR (2021)
Hyoungjun Park, Myeongsu Na, Bumju Kim, Soohyun Park, Ki Hean Kim, Sunghoe Chang, Jong Chul Ye
Axial-to-lateral super-resolution for 3D fluorescence microscopy using unsupervised deep learning. CoRR (2021)
Soohyun Park, Jeman Park, David Mohaisen, Joongheon Kim
Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial Vehicles. ICTC (2020)
Dohyun Kwon, Joohyung Jeon, Soohyun Park, Joongheon Kim, Sungrae Cho
Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks. IEEE Internet Things J. 7 (10) (2020)