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J

Joohyung Lee

gachon university

28H-index
174Paper Count
3.2KCitation Count
Published Papers 58
Publication Date
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AdaSplitLoRA: Adaptive Split Federated Learning for Efficient LLM Fine-Tuning in Wireless Networks
errIEEE Wireless Communications Letters
IF5.5
err2026-07-08
err0
PREAI
errHyunJun Choi; Joohyung Lee; Ronald Y. Chang
errShare
errSave
Optimizing Client Participation in Communication-Constrained Federated LLM Adaptation with LoRA
errSensors
IF3.5
err2026-03-03
err0
errOAAI
errFaranaksadat Solat; Joohyung Lee
errShare
errSave
Communication-Efficient Decentralized Federated Learning for Generalization and Personalization Over Wireless Networks
errIEEE Wireless Communications Letters
IF5.5
err2025-10-06
err0
PREAI
errJunyoung Park; Sunmin Kim; Joohyung Lee; Dusit Niyato
errShare
errSave
Def-Ag: An energy-efficient decentralized federated learning framework via aggregator clients
errFuture Generation Computer Systems
IF0
err2025-09-06
err0
PREAI
errJunyoung Park; Sungpil Woo; Joohyung Lee
errShare
errSave
Exploring the Privacy-Energy Consumption Tradeoff for Split Federated Learning
errIEEE NETWORK
IF6.3
err2024-11-01
err1
errOAAI
errLee, Joohyung; Seif, Mohamed; Cho, Jungchan; Poor, H. Vincent
errShare
errSave
A Federated Reinforcement Learning Framework via a Committee Mechanism for Resource Management in 5G Networks
errSENSORS
IF3.5
err2024-10-31
err0
errOAAI
errJeong, Jaewon; Lee, Joohyung
errShare
errSave
Local Cache-Enabled Mobile Augmented Reality in Mobile Edge Computing
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2024-09-01
err1
PREAI
errLee, Joohyung; Seo, Yong-Jun; Kim, Tae Yeon; Niyato, Dusit; Poor, H. Vincent
errShare
errSave
Dynamic Bandwidth Slicing in Passive Optical Networks to Empower Federated Learning
errSENSORS
IF3.5
err2024-08-02
err0
errOAAI
errMohammed, Alaelddin F. Y.; Lee, Joohyung; Park, Sangdon
errShare
errSave
DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data
errICT EXPRESS
IF4.2
err2024-08-01
err0
errOAAI
errBang, Juneseok; Woo, Sungpil; Lee, Joohyung
errShare
errSave
Explainable AI Empowered Resource Management for Enhanced Communication Efficiency in Hierarchical Federated Learning
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2024-07-01
err3
PREAI
errPatni, Sakshi; Lee, Joohyung
errShare
errSave
Adaptive Dataset Management Scheme for Lightweight Federated Learning in Mobile Edge Computing
errSENSORS
IF3.5
err2024-04-18
err1
errOAAI
errKim, Jingyeom; Bang, Juneseok; Lee, Joohyung
errShare
errSave
Deep Reinforcement Learning-Empowered Cost-Effective Federated Video Surveillance Management Framework
errSENSORS
IF3.5
err2024-03-27
err0
errOAAI
errBazarov Ravshan Ugli, Dilshod; Mohammed, Alaelddin F. Y.; Na, Taeheum; Lee, Joohyung
errShare
errSave
IEC-TPC: An Imputation Error Cluster-Based Approach for Energy Optimization in IoT Data Transmission Period Control
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-03-01
err2
PREAI
errHan, Jaeseob; Lee, Gyeong Ho; Lee, Joohyung; Choi, Jun Kyun
errShare
errSave
Joint Edge Server Selection and Data Set Management for Federated-Learning-Enabled Mobile Traffic Prediction
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-02-01
err7
PREAI
errKim, Doyeon; Shin, Seungjae; Jeong, Jaewon; Lee, Joohyung
errShare
errSave
Energy-Efficient Hybrid Federated and Centralized Learning for Edge-Based Wireless Traffic Prediction in Aerial Networks
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errNa, Minsu; Cho, Suhyun; Solat, Faranaksadat; Na, Taeheum; Lee, Joohyung
errShare
errSave
Deep Reinforcement Learning Driven Joint Dynamic TDD and RRC Connection Management Scheme in Massive IoT Networks
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errPark, Jaeeun; Lee, Joohyung; Kim, Daejin; Choi, Jun Kyun
errShare
errSave
DRL-Enabled Hierarchical Federated Learning Optimization for Data Heterogeneity Management in Multi-Access Edge Computing
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errCho, Suhyun; Lim, Sunhwan; Lee, Joohyung
errShare
errSave
DRL-Based Energy-Efficient Group Paging for Robust HTD Access Control in 5G Networks
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-01-01
err0
PREAI
errPark, Jaeeun; Lee, Joohyung; Choi, Jun Kyun
errShare
errSave
Federated Learning-Empowered Mobile Network Management for 5G and Beyond Networks: From Access to Core
errIEEE COMMUNICATIONS SURVEYS AND TUTORIALS
IF46.7
err2024-01-01
err16
PREAI
errLee, Joohyung; Solat, Faranaksadat; Kim, Tae Yeon; Poor, H. Vincent
errShare
errSave
Heterogeneous Privacy Level-Based Client Selection for Hybrid Federated and Centralized Learning in Mobile Edge Computing
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errSolat, Faranaksadat; Patni, Sakshi; Lim, Sunhwan; Lee, Joohyung
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
H
H. Vincent Poor
H-index: 176 · Papers: 3.8K
D
Dusit Niyato
H-index: 134 · Papers: 2.8K
顾
顾宁 (Ning Gu)
H-index: 90 · Papers: 1.0K
陈
陈星 (Xing Chen)
H-index: 48 · Papers: 353
Y
Yang‐Kyu Choi
H-index: 45 · Papers: 315
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