Taehong Kim

Chungbuk National University — South Korea

Computer Science · Physical Sciences

24h-index2.1kcitations161works6.32yr avg
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Research Topics

Energy Efficient Wireless Sensor Networks(35), Mobile Ad Hoc Networks(18), IoT and Edge/Fog Computing(14), Cloud Computing and Resource Management(12), Caching and Content Delivery(12)

Publications161 total

FedLBW: A loss-based weighting strategy for federated learning on non-IID data in wireless networks
Expert Systems with Applications·2025
Phosphorus and Nitrogen Codoped Porous Carbon-Based Sulfur Host for High-Loading Lithium/Sulfur Batteries
ACS Applied Materials & Interfaces·2025· 1 cited
Impact of network topologies on decentralized federated learning
Cluster Computing·2025
FedTVD: balancing data quality and quantity for robust federated learning
Future Generation Computer Systems·2025
Autoencoder-based decentralized federated learning for efficient communication
Computer Networks·2025· 1 cited
Disentangled Multi-Context Meta-Learning: Unlocking robust and Generalized Task Learning
arXiv (Cornell University)·2025Open Access
Enhanced mixup for improved time series analysis
International Journal of Advances in Intelligent Informatics·2025Open Access
Reinforcement learning-based laser cutting machine parameter optimization
Journal of Intelligent Manufacturing·2025· 1 cited
Multi-layered yolk-shell design containing carbon bridge connection for alloying anodes in lithium-ion batteries
Energy Materials·2025· 1 citedOpen Access
FLDQN: Cooperative Multi-Agent Federated Reinforcement Learning for Solving Travel Time Minimization Problems in Dynamic Environments Using SUMO Simulation
Sensors·2025· 18 citedOpen Access
Performance Evaluation of Decentralized Federated Learning: Impact of Fully and K-Connected Topologies, Heterogeneous Computing Resources, and Communication Bandwidth
IEEE Access·2025· 4 citedOpen Access
Measurement and Modeling of Basic Transmission Loss in Factory Environments at 300 GHz frequency under LOS conditions
2024
Special Issue on Intelligent Architectures and Platforms for Private Edge Cloud Systems
Future Generation Computer Systems·2024
An efficient hybrid approach for forecasting real-time stock market indices
Journal of King Saud University - Computer and Information Sciences·2024· 20 citedOpen Access
COVID-19 severity detection using chest X-ray segmentation and deep learning
Scientific Reports·2024· 23 citedOpen Access
A Comprehensive Empirical Analysis of Data Sets, Regression-Based Feature Selectors, and Linear SVM Classifiers for Intrusion Detection Systems
IEEE Internet of Things Journal·2024· 13 cited
Elastic Federated Learning with Kubernetes Vertical Pod Autoscaler for edge computing
Future Generation Computer Systems·2024· 11 cited
WSN-Driven Advances in Soil Moisture Estimation: A Machine Learning Approach
Electronics·2024· 20 citedOpen Access
KMBIG: Safeguarding Data Sharing with Advanced Anonymization and Risk Management
2024· 5 cited
Demystifying Impact of Key Hyper-Parameters in Federated Learning: A Case Study on CIFAR-10 and FashionMNIST
IEEE Access·2024· 9 citedOpen Access
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Frequent Co-authors

Linh-An Phan(10), Seong-eun Yoo(7), Daeyoung Kim(6), Dae‐Heon Park(5), Majid Kundroo(5), Se-Han Kim(4), Sanghun Lee(3), Gwangwoo Han(3), Joongmyeon Bae(3), Seong Hoon Kim(3), Jahongir Azimjonov(3), Taejoon Kim(3), Tinku Singh(3), Thanh-Tung Nguyen(2), Young-Sung Yoo(2), Sang‐Yun Jeon(2), Poh Kit Chong(2), Le Hoang Phuc(2), Nguyen Đinh Nguyen(2), Dongeun Suh(2)