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Hyun-Kyo Lim

Packet-based Network Traffic Classification Using Deep Learning
2019 · Hyun-Kyo Lim, Ju-Bong Kim, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 111
Optimizing task offloading and resource allocation in edge-cloud networks: a DRL approach
2023 · Ihsan Ullah, Hyun-Kyo Lim, et al. · Journal of Cloud Computing Advances Systems and Applications · 108
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Federated Reinforcement Learning for Training Control Policies on Multiple IoT Devices
2020 · Hyun-Kyo Lim, Ju-Bong Kim, et al. · Sensors · 79
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Payload-Based Traffic Classification Using Multi-Layer LSTM in Software Defined Networks
2019 · Hyun-Kyo Lim, Ju-Bong Kim, et al. · Applied Sciences · 51
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Deep RNN-based network traffic classification scheme in edge computing system
2021 · Kwihoon Kim, Joo-Hyung Lee, et al. · Computer Science and Information Systems · 36
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Imitation Reinforcement Learning-Based Remote Rotary Inverted Pendulum Control in OpenFlow Network
2019 · Ju-Bong Kim, Hyun-Kyo Lim, et al. · IEEE Access · 32
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Federated Reinforcement Learning Acceleration Method for Precise Control of Multiple Devices
2021 · Hyun-Kyo Lim, Ju-Bong Kim, et al. · IEEE Access · 24
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Federated Reinforcement Learning for Controlling Multiple Rotary Inverted Pendulums in Edge Computing Environments
2020 · Hyun-Kyo Lim, Ju-Bong Kim, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 23
Revolutionizing robotized assembly for wire harness: A 3D vision-based method for multiple wire-branch detection
2023 · Thong Phi Nguyen, Donghyung Kim, et al. · Journal of Manufacturing Systems · 22
Novel Procedure for Automatic Registration between Cone-Beam Computed Tomography and Intraoral Scan Data Supported with 3D Segmentation
2023 · Yoon-Ji Kim, Jang-Hoon Ahn, et al. · Bioengineering · 21
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Virtual Network Embedding Based on Hierarchical Cooperative Multiagent Reinforcement Learning
2023 · Hyun-Kyo Lim, Ihsan Ullah, et al. · IEEE Internet of Things Journal · 20
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A SDN-based distributed mobility management in LTE/EPC network
2016 · Yong-hwan Kim, Hyun-kyo Lim, et al. · The Journal of Supercomputing · 17
Reinforcement learning-based virtual network embedding: A comprehensive survey
2023 · Hyun-Kyo Lim, Ihsan Ullah, et al. · ICT Express · 15
Contagious infection-free medical interaction system with machine vision controlled by remote hand gesture during an operation
2024 · Van Doi Truong, Hyun-Kyo Lim, et al. · Computational and Structural Biotechnology Journal · 9
Deep Reinforcement Learning-Driven Optimization of End-to-End Key Provision in QKD Systems
2025 · YeongJun Seok, Ju-Bong Kim, et al. · Journal of Network and Systems Management · 8
Hierarchical Location Caching Scheme for Mobile Object Tracking in the Internet of Things
2017 · Youn-Hee Han, Hyun-Kyo Lim, et al. · Journal of Information Processing Systems · 7
Federated Reinforcement Learning for Automatic Control in SDN-based IoT Environments
2020 · Hyun-Kyo Lim, Ju-Bong Kim, et al. · International Conference on Information and Communication Technology Convergence (ICTC) · 6
Deep Q-Network Based Rotary Inverted Pendulum System and Its Monitoring on the EdgeX Platform
2019 · Ju-Bong Kim, Do-Hyung Kwon, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 6
Automated Measurements of Tooth Size and Arch Widths on Cone-Beam Computerized Tomography and Scan Images of Plaster Dental Models
2024 · Thong Phi Nguyen, Jang-Hoon Ahn, et al. · Bioengineering · 5
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Ego Network-based Virtual Network Embedding Scheme for Revenue Maximization
2021 · Ihsan Ullah, Hyun-Kyo Lim, et al. · International Conference on Artificial Intelligence in Information and Communication (ICAIIC) · 5
Analysis of Crane Accidents by Using a Man-Machine System Model
2007 · Jae-Hee Park, Tae Joo Park, et al. · Journal of the Korean Society of Safety · 4
Lifetime-Aware Key Relay Algorithm for Practical Quantum-Secured Networking
2024 · Hyun-Kyo Lim, Chankyun Lee, et al. · Asia-Pacific Workshop on Networking (APNet) · 3
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Optimal Task Offloading with Deep Q-Network for Edge-Cloud Computing Environment
2022 · Ihsan Ullah, Hyun-Kyo Lim, et al. · International Conference on Information and Communication Technology Convergence (ICTC) · 3
Design and Implementation of CoAP Authorization Framework Based on OAuth 2.0
2017 · Kyoung-Han Kim, Hyun-Kyo Lim, et al. · KIPS Transactions on Computer and Communication Systems · 3
AI-Assisted Fusion Technique for Orthodontic Diagnosis Between Cone-Beam Computed Tomography and Face Scan Data
2025 · Than Trong Khanh Dat, Jang-Hoon Ahn, et al. · Bioengineering · 2
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Works count: 46
Citation count: 634
H-index: 13
I10-index: 13
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