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Soohyun Park
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2020 – today
- 2024
[j27]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: 1727-1736 (2024)- [j26]Soohyun Park, Hankyul Baek, Joongheon Kim:
Quantum Reinforcement Learning for Spatio-Temporal Prioritization in Metaverse. IEEE Access 12: 54732-54744 (2024) - [j25]Soohyun Park, Soyi Jung, Joongheon Kim:
Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems Using Slimmable Quantum Neural Networks. IEEE Access 12: 58239-58247 (2024) - [j24]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: 108504-108514 (2024) - [j23]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): 106-112 (2024) - [j22]Soohyun Park, Gyu Seon Kim, Zhu Han, Joongheon Kim:
Quantum Multi-Agent Reinforcement Learning is All You Need: Coordinated Global Access in Integrated TN/NTN Cube-Satellite Networks. IEEE Commun. Mag. 62(10): 86-92 (2024) - [j21]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: 545-556 (2024) - [j20]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): 103-117 (2024) - [j19]Joongheon Kim, Soohyun Park, Soyi Jung, Carlos Cordeiro:
Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. 21(4): 3797-3812 (2024) - [j18]Soohyun Park, Chanyoung Park, Joongheon Kim:
Learning-Based Cooperative Mobility Control for Autonomous Drone-Delivery. IEEE Trans. Veh. Technol. 73(4): 4870-4885 (2024) - [j17]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): 10681-10696 (2024) - [j16]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): 12252-12257 (2024) - [j15]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): 7624-7637 (2024) - [c24]Soohyun Park, Gyu Seon Kim, Soyi Jung, Joongheon Kim:
Quantum Multi - Agent Reinforcement Learning Software Design and Visual Simulations for Multi - Drone Mobility Control. APWCS 2024: 1-5 - [i25]Soohyun Park, Joongheon Kim:
Quantum Neural Network Software Testing, Analysis, and Code Optimization for Advanced IoT Systems: Design, Implementation, and Visualization. CoRR abs/2401.10914 (2024) - [i24]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 abs/2406.16994 (2024) - 2023
- [j14]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: 16533-16548 (2023) - [j13]Seok Bin Son, Soohyun Park, Joongheon Kim:
Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection. IEEE Access 11: 46892-46902 (2023) - [j12]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): 24-31 (2023) - [j11]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): 20033-20048 (2023) - [j10]Hankyul Baek, Won Joon Yun, Soohyun Park, Joongheon Kim:
Stereoscopic scalable quantum convolutional neural networks. Neural Networks 165: 860-867 (2023) - [j9]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: 243-252 (2023) - [j8]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): 885-890 (2023) - [j7]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): 4016-4030 (2023) - [c23]Soohyun Park, Joongheon Kim:
Quantum Reinforcement Learning for Large-Scale Multi-Agent Decision-Making in Autonomous Aerial Networks. APWCS 2023: 1-4 - [c22]Hankyul Baek, Soohyun Park, Joongheon Kim:
Logarithmic Dimension Reduction for Quantum Neural Networks. CIKM 2023: 3738-3742 - [c21]Soohyun Park, Hankyul Baek, Joongheon Kim:
Quantum Split Learning for Privacy-Preserving Information Management. CIKM 2023: 4239-4243 - [c20]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: 5689-5694 - [c19]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: 1009-1012 - [c18]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: 1043-1044 - [c17]Seok Bin Son, Soohyun Park, Haemin Lee, Youngkee Kim, Dongwan Kim, Joongheon Kim:
Introduction to MITRE ATT&CK: Concepts and Use Cases. ICOIN 2023: 158-161 - [i23]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 abs/2301.00124 (2023) - [i22]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 abs/2301.07307 (2023) - [i21]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 abs/2302.03853 (2023) - [i20]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 abs/2302.04445 (2023) - [i19]Seok Bin Son, Soohyun Park, Joongheon Kim:
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection. CoRR abs/2305.15417 (2023) - [i18]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 abs/2306.04137 (2023) - [i17]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 abs/2307.09711 (2023) - [i16]Soohyun Park, Jae Pyoung Kim, Chanyoung Park, Soyi Jung, Joongheon Kim:
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation. CoRR abs/2308.01519 (2023) - [i15]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 abs/2310.00018 (2023) - [i14]Gyu Seon Kim, Jaehyun Chung, Soohyun Park:
Realizing Stabilized Landing for Computation-Limited Reusable Rockets: A Quantum Reinforcement Learning Approach. CoRR abs/2310.06541 (2023) - [i13]Ju-Hyung Lee, Chanyoung Park, Soohyun Park, Andreas F. Molisch:
Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision Minimization. CoRR abs/2310.20215 (2023) - 2022
- [j6]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): 7086-7096 (2022) - [c16]Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim:
AoI-Aware Markov Decision Policies for Caching. ICDCS 2022: 1274-1275 - [c15]Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim:
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. ICDCS 2022: 1292-1293 - [c14]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: 1972-1975 - [c13]Soohyun Park, Minjae Yoo, Soyi Jung, Minseok Choi, Joongheon Kim:
Introduction to Secure Computing Methods in Unmanned Aerial Vehicles. ICUFN 2022: 239-241 - [c12]Rhoan Lee, Haemin Lee, Soohyun Park, Joongheon Kim:
Adaptive and Stabilized Streaming for Edge-Assisted Connected Vehicles under Heterogeneous Computing Constraints. VTC Spring 2022: 1-5 - [i12]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 abs/2201.05843 (2022) - [i11]Soohyun Park, Soyi Jung, Minseok Choi, Joongheon Kim:
AoI-Aware Markov Decision Policies for Caching. CoRR abs/2204.13850 (2022) - [i10]Rhoan Lee, Soohyun Park, Soyi Jung, Joongheon Kim:
Quality-Aware Real-Time Augmented Reality Visualization under Delay Constraints. CoRR abs/2205.00407 (2022) - [i9]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 abs/2205.13763 (2022) - [i8]Won Joon Yun, Soohyun Park, Joongheon Kim, David Mohaisen:
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications. CoRR abs/2209.14525 (2022) - [i7]Soohyun Park, Chanyoung Park, Soyi Jung, Minseok Choi, Joongheon Kim:
Age-of-Information Aware Contents Caching and Distribution for Connected Vehicles. CoRR abs/2210.01536 (2022) - [i6]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 abs/2211.06890 (2022) - 2021
- [j5]Soohyun Park, Won-Yong Shin, Minseok Choi, Joongheon Kim:
Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles. IEEE Access 9: 94053-94063 (2021) - [j4]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): 129-137 (2021) - [j3]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): 1462 (2021) - [c11]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: 56-58 - [c10]Haemin Lee, Soohyun Park, Junghyun Kim, Joongheon Kim:
Auction-based Deep Learning Computation Offloading for Truthful Edge Computing: A Myerson Auction Approach. ICOIN 2021: 457-459 - [c9]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: 469-472 - [c8]Yoo Jeong Ha, Minjae Yoo, Soohyun Park, Soyi Jung, Joongheon Kim:
Secure Aerial Surveillance using Split Learning. ICUFN 2021: 434-437 - [i5]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 abs/2104.09435 (2021) - [i4]Soohyun Park, Won-Yong Shin, Minseok Choi, Joongheon Kim:
Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles. CoRR abs/2106.14203 (2021) - [i3]Soohyun Park, Joongheon Kim:
Trends in LEO Satellite Handover Algorithms. CoRR abs/2107.08619 (2021) - [i2]Yoo Jeong Ha, Minjae Yoo, Soohyun Park, Soyi Jung, Joongheon Kim:
Secure Aerial Surveillance using Split Learning. CoRR abs/2107.08628 (2021) - 2020
- [j2]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): 9895-9903 (2020) - [j1]SooHyun Park, Yeongeun Kang, Jeman Park, Joongheon Kim:
Self-Controllable Super-Resolution Deep Learning Framework for Surveillance Drones in Security Applications. EAI Endorsed Trans. Security Safety 7(23): e5 (2020) - [c7]Dohyun Kim, Dohyun Kwon, SooHyun Park, Joongheon Kim:
Learning-based Dot-Grid Alignment for Projection Distortion Correction. ICOIN 2020: 4-6 - [c6]SooHyun Park, Yeongeun Kang, Yafei Tian, Joongheon Kim:
Fast and Reliable Offloading via Deep Reinforcement Learning for Mobile Edge Video Computing. ICOIN 2020: 10-12 - [c5]Soohyun Park, Jeman Park, David Mohaisen, Joongheon Kim:
Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial Vehicles. ICTC 2020: 96-99 - [i1]SooHyun Park, Jeman Park, David Mohaisen, Joongheon Kim:
Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial Vehicles. CoRR abs/2009.09647 (2020)
2010 – 2019
- 2019
- [c4]SooHyun Park, Junhui Kim, Dohyun Kwon, Myungjae Shin, Joongheon Kim:
Joint Offloading and Streaming in Mobile Edges: A Deep Reinforcement Learning Approach. APWCS 2019: 1-4 - [c3]Dohyun Kwon, SooHyun Park, Joongheon Kim:
Multi-Agent Deep Reinforcement Learning for Connected Vehicles. MobiSys 2019: 524-525 - 2018
- [c2]Sunjun Hwang, Kyeong Seon Kim, Yejin Kim, Junhui Kim, Miji Park, SooHyun Park, Joongheon Kim:
High-dimensional statistical supervised learning for extracting information in steganography. ICOIN 2018: 897-898 - 2017
- [c1]SooHyun Park, Mohammad Reza Abidian, Sheereen Majd:
Micro-patterned films of bio-functionalized conducting polymers for cellular engineering. EMBC 2017: 1595-1598
Coauthor Index
[j26] [j25] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [c24] [i25] [i24] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [j6] [c16] [c15] [c14] [c13] [c12] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [j5] [j4] [j3] [c11] [c10] [c9] [c8] [i4] [i3] [i2] [j2] [j1] [c7] [c6] [c5] [i1] [c4] [c3] [c2]
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last updated on 2024-10-17 20:29 CEST by the dblp team
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