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T

Taehong Kim

chungbuk national university

25H-index
167Paper Count
2.1KCitation Count
Published Papers 47
Publication Date
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FedVAR: Prototype-aligned federated framework for Video Anomaly Recognition
errFuture Generation Computer Systems-The International Journal of eScience
IF6.1
err2026-07-31
err0
PREAI
errGhani Haider; Majid Kundroo; Boyun Eom; Dong-Hwan Park; Chen Chen; Taehong Kim
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errSave
FedA2L: Adaptive layer-wise learning rate adjustment in decentralized federated learning
errFuture Generation Computer Systems-The International Journal of eScience
IF6.1
err2026-07-30
err0
PREAI
errVan Truong Vo; Khoa Nguyen; Taehong Kim
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errSave
FedALA-WR: personalized federated learning with adaptive local aggregation and weighted replay
errCluster Computing-The Journal of Networks Software Tools and Applications
IF4.1
err2026-07-24
err0
PREAI
errTinku Singh; Nguyen Khoa; Bhawnesh Kumar; Taehong Kim
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errSave
FedProC: A benchmarking framework for federated time-series forecasting
errSoftwareX
IF2.4
err2026-06-01
err0
errOAAI
errNguyen, Khoa; Kim, Taehong
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errSave
FedLBW: A loss-based weighting strategy for federated learning on non-IID data in wireless networks
errExpert Systems with Applications
IF7.5
err2025-11-21
err0
PREAI
errMajid Kundroo; Tinku Singh; Taehong Kim
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errSave
Phosphorus and Nitrogen Codoped Porous Carbon-Based Sulfur Host for High-Loading Lithium/Sulfur Batteries
errACS Applied Materials and Interfaces
IF8.2
err2025-11-01
err0
PREAI
errKim, Taehong; Lee, Chae Young; Choi, Jiwon; Choi, Jinuk; Heo, Sang Yeong; Kim, Seung Eun; Cho, Kwon-Koo; Ahn, Hyo-Jun
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errSave
FedTVD: balancing data quality and quantity for robust federated learning
errFuture Generation Computer Systems
IF0
err2025-10-01
err0
PREAI
errRadwan Selo; Majid Kundroo; Taehong Kim
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errSave
Autoencoder-based decentralized federated learning for efficient communication
errComputer Networks
IF4.6
err2025-09-11
err0
PREAI
errAbdul Wahab Mamond; Majid Kundroo; Taehong Kim
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errSave
Reinforcement learning-based laser cutting machine parameter optimization
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2025-05-21
err0
PREAI
errPham, Khanh Quan; Kundroo, Majid; Ban, Geunwoo; Bae, Seongho; Kim, Taehong
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errSave
Special Issue on Intelligent Architectures and Platforms for Private Edge Cloud Systems
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-03-01
err0
PREAI
errShah, Sayed Chhattan; Kim, Taehong; Varghese, Blesson; Wang, Zhi
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errSave
FLDQN: Cooperative Multi-Agent Federated Reinforcement Learning for Solving Travel Time Minimization Problems in Dynamic Environments Using SUMO Simulation
errSENSORS
IF3.5
err2025-02-03
err1
errOAAI
errMamond, Abdul Wahab; Kundroo, Majid; Yoo, Seong-eun; Kim, Seonghoon; Kim, Taehong
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errSave
Performance Evaluation of Decentralized Federated Learning: Impact of Fully and K-Connected Topologies, Heterogeneous Computing Resources, and Communication Bandwidth
errIEEE ACCESS
IF3.6
err2025-01-01
err1
errOAAI
errTruong, Vo Van; Quan, Pham Khanh; Park, Dong-Hwan; Kim, Taehong
errShare
errSave
A Comprehensive Empirical Analysis of Data Sets, Regression-Based Feature Selectors, and Linear SVM Classifiers for Intrusion Detection Systems
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-11-01
err0
PREAI
errAzimjonov, Jahongir; Kim, Taehong
errShare
errSave
Elastic Federated Learning with Kubernetes Vertical Pod Autoscaler for edge computing
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-09-01
err2
PREAI
errPham, Khanh Quan; Kim, Taehong
errShare
errSave
Stochastic gradient descent classifier-based lightweight intrusion detection systems using the efficient feature subsets of datasets
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err15
PREAI
errAzimjonov, Jahongir; Kim, Taehong
errShare
errSave
Designing accurate lightweight intrusion detection systems for IoT networks using fine-tuned linear SVM and feature selectors
errCOMPUTERS & SECURITY
IF5.4
err2024-02-01
err7
PREAI
errAzimjonov, Jahongir; Kim, Taehong
errShare
errSave
Demystifying Impact of Key Hyper-Parameters in Federated Learning: A Case Study on CIFAR-10 and FashionMNIST
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errKundroo, Majid; Kim, Taehong
errShare
errSave
Overcoming copper-induced conversion reactions in nickel disulphide anodes for sodium-ion batteries
errNANOSCALE ADVANCES
IF4.6
err2024-01-01
err0
errOAAI
errSadan, Milan K.; Kim, Taehong; Haridas, Anupriya K.; Yu, Hooam; Cumming, Denis; Ahn, Jou-Hyeon; Ahn, Hyo-Jun
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errSave
A nighttime highway traffic flow monitoring system using vision-based vehicle detection and tracking
errSOFT COMPUTING
IF2.5
err2023-07-06
err1
PREAI
errAzimjonov, Jahongir; Ozmen, Ahmet; Kim, Taehong
errShare
errSave
Local Scheduling in KubeEdge-Based Edge Computing Environment
errSENSORS
IF3.5
err2023-01-30
err12
errOAAI
errKim, Seong-Hyun; Kim, Taehong
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
J
Jou‐Hyeon Ahn
H-index: 61 · Papers: 424
H
Hyo‐Jun Ahn
H-index: 56 · Papers: 226
J
Joongmyeon Bae
H-index: 41 · Papers: 334
S
Sangheon Pack
H-index: 38 · Papers: 418
王
王志 (Zhi Wang)
H-index: 33 · Papers: 282
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