Publications
Below is a list of my publications, grouped by year.
2026
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Time-Aware Graph Neural Network for Asynchronous Multi-Station Integrated Sensing and Communications Fusion in Open RAN
MDPI Sensors - Special Issue: Mobile Sensing and Computing in Internet of Things (SCI(E) Q2) (2026)
Zhiqiang Shen , Wooseok Shin , Jitae Shin *
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Causal Representation based Personalized Federated Learning with Causal Graph Consensus for Medical Imaging
MDPI Electronics - Special Issue: AI-Driven Medical Image/Video Processing (SCI(E) Q2) (2026)
Wooseok Shin , Zhiqiang Shen , Gyutae Oh , Jitae Shin *
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Transfer-enhanced Federated Learning with Dynamic Clustering for Traffic Management in 5G Open RAN
Elsevier Computer Communications (SCI(E) Q1, under review) (2026)
Wooseok Shin , Janghoon Yang , Zhiqiang Shen , Minseok Choi , Jitae Shin *
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St-INTEL: Stackelberg-Intent Enhanced Learning based Resource Allocation in 5G Open RAN
Elsevier Computer Communications - Special Issue: Intent-Based Agentic AI for Next-Generation Networking (SCI(E) Q1, under review) (2026)
Wooseok Shin , Janghoon Yang , Zhiqiang Shen , Minseok Choi , Jitae Shin *
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Structured Non IID Federated Learning with Dual Scale Hybrid Divergence and Relation Aware Embedding
Springer Discover Artificial Intelligence (SCI(E) Q1, under review) (2026)
Wooseok Shin , Janghoon Yang , Jitae Shin *
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2023
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FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
Journal of Internet Computing and Services (KCI Journal) (2023)
Wooseok Shin , Jitae Shin *
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클라이언트 가중치의 다봉분포시 분산을 이용한 연합학습
Workshop on Image Processing and Image Understanding (IPIU) (2023)
신우석 , 신지태 *
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2022
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FedVar: Federated Learning Algorithm with Weight Variation in Clients
IEEE International Technical Conference on Circuits/Systems, Computers and Communications (2022)
Wooseok Shin , Jitae Shin *
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