Publications

Below is a list of my publications, grouped by year.
My name is shown in bold, and the corresponding author is marked with an asterisk (*).

2027

When Does Restoration-Aware Scheduling Pay? A Matched-Restorer Study of O-RAN Telemetry
IEEE INFOCOM 2027 Main Conference (2027) Conference IEEE BK Tier 1 Submitted
Zhiqiang Shen , Wooseok Shin , Jitae Shin ^*
Pandora: Personalized Adaptive Network-Driven Open RAN Orchestration with Federated Contracts
IEEE INFOCOM 2027 Main Conference (2027) Conference IEEE BK Tier 1 Submitted
Wooseok Shin , Zhiqiang Shen , Jitae Shin ^*
[GITHUB]

Time-Aware Graph Neural Network for Asynchronous Multi-Station Integrated Sensing and Communications Fusion in Open RAN
Sensors - Special Issue: Mobile Sensing and Computing in Internet of Things (2026) Journal MDPI SCIE Q2 Published
Zhiqiang Shen , Wooseok Shin , Jitae Shin ^*
[PAGE]
Causal Representation-Based Personalized Federated Learning with Causal Graph Consensus for Medical Imaging
Electronics - Special Issue: AI-Driven Medical Image/Video Processing (2026) Journal MDPI SCIE Q2 Published
Wooseok Shin , Zhiqiang Shen , Gyutae Oh , Jitae Shin ^*
[PAGE] [GITHUB]

[RESEARCH OVERVIEW]
Transfer-enhanced Federated Learning with Dynamic Clustering for Traffic Management in 5G Open RAN
Computer Communications (2026) Journal Elsevier SCIE Q1 First Revision
Wooseok Shin , Janghoon Yang , Zhiqiang Shen , Minseok Choi , Jitae Shin ^*
[GITHUB]
St-INTEL: Stackelberg-Intent Enhanced Learning based Resource Allocation in 5G Open RAN
Computer Communications - Special Issue: Intent-Based Agentic AI for Next-Generation Networking (2026) Journal Elsevier SCIE Q1 Under Review
Wooseok Shin , Janghoon Yang , Zhiqiang Shen , Minseok Choi , Jitae Shin ^*
[GITHUB]

[RESEARCH OVERVIEW]
Federated Learning with Dual-Scale Hybrid Divergence and Relation-Aware Embedding for Structured Non-IID Data
Applied Soft Computing (2026) Journal Elsevier SCIE Q1 Under Review
Wooseok Shin , Janghoon Yang , Jitae Shin ^*
[GITHUB]

FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
Journal of Internet Computing and Services (JICS) (2023) Journal KSII KCI Published
Wooseok Shin , Jitae Shin ^*
[PAGE] [GITHUB]
클라이언트 가중치의 다봉분포시 분산을 이용한 연합학습
Workshop on Image Processing and Image Understanding (IPIU) (2023) Conference IPIU Published
신우석 , 신지태 ^*
[PAGE]

FedVar: Federated Learning Algorithm with Weight Variation in Clients
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) (2022) Conference IEEE Published
Wooseok Shin , Jitae Shin ^*
[PAGE] [GITHUB]

스마트 자동차 서비스를 위한 차량 간 통신 프로토콜 분석
한국통신학회 하계종합학술발표회 (2017) Conference KICS Published
신우석 , 이영석 , 염익준 ^*
[PAGE]