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Seungwoo Kang

ORCID: 0000-0003-4832-3995
Observed ORCID: 0000-0003-4832-3995
OpenAlex ID: A5103242976
Graph Neural Networks for Intelligent Modelling in Network Management and Orchestration: A Survey on Communications
2022 · Prohim Tam, Inseok Song, et al. · Electronics · 58
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A Survey of Intelligent End-to-End Networking Solutions: Integrating Graph Neural Networks and Deep Reinforcement Learning Approaches
2024 · Prohim Tam, Seyha Ros, et al. · Electronics · 50
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Offloading Decision and Resource Allocation in Mobile Edge Computing for Cost and Latency Efficiencies in Real-Time IoT
2024 · Chanthol Eang, Seyha Ros, et al. · Electronics · 30
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DRL-Based Backbone SDN Control Methods in UAV-Assisted Networks for Computational Resource Efficiency
2023 · Inseok Song, Prohim Tam, et al. · Electronics · 22
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Enhancing QoS with LSTM-Based Prediction for Congestion-Aware Aggregation Scheduling in Edge Federated Learning
2023 · Prohim Tam, Seungwoo Kang, et al. · Electronics · 14
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A survey on state-of-the-art experimental simulations for privacy-preserving federated learning in intelligent networking
2024 · Seyha Ros, Prohim Tam, et al. · Electronic Research Archive · 9
Priority/Demand-Based Resource Management with Intelligent O-RAN for Energy-Aware Industrial Internet of Things
2024 · Seyha Ros, Seungwoo Kang, et al. · Processes · 8
Large-Scale Service Function Chaining Management and Orchestration in Smart City
2023 · Prohim Tam, Seungwoo Kang, et al. · Electronics · 7
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Real-Time Prediction Algorithm for Intelligent Edge Networks with Federated Learning-Based Modeling
2023 · Seungwoo Kang, Seyha Ros, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 7
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Priority-Aware Resource Allocation for VNF Deployment in Service Function Chains Based on Graph Reinforcement Learning
2025 · Seyha Ros, Seungwoo Kang, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 6
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Privacy-Aware Intelligent Healthcare Services with Federated Learning Architecture and Reinforcement Learning Agent
2023 · Prohim Tam, Inseok Song, et al. · Lecture notes in electrical engineering · 5
DRL-Based Adaptive Time Threshold Client Selection FL
2025 · Sreyleak Sam, Taikuong Iv, et al. · Symmetry · 2
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A Multi-Timescale Control Framework for Energy and SLA-Aware O-RAN Network Slicing
2026 · Sovanndoeur Riel, Seyha Ros, et al. · Electronics
Hierarchical Model Selection and Control for Latency-Energy Optimization in MEC-Assisted Vehicular Networks
2026 · Inseok Song, Seungwoo Kang, et al. · Sensors
GNN-Assisted LLMs for Configurable Service Function Chaining Orchestration in IoT Services
2025 · Prohim Tam, Dinesh Elango, et al. · International Conference on Big Data and Information Analytics (BigDIA)
Emulator-Based Configuration on QoS Measurement: A Case Study of DRL Actions on Mininet and RYU Testbed
2024 · Seungwoo Kang, Prohim Tam, et al. · Lecture notes in electrical engineering
Works count: 16
Citation count: 218
H-index: 7
I10-index: 5
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