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Won-Yong Shin

Yonsei University

24H-index
293Paper Count
2.2KCitation Count
Published Papers 68
Publication Date
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Memory Is No Longer a Bottleneck: Memory-Efficient Graph Filtering for Scalable Collaborative Filtering
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-06-17
err0
PREAI
errJin-Duk Park; Won-Yong Shin
errShare
errSave
Training-free adjustable polynomial graph filtering for ultra-fast multimodal recommendation
errEngineering Applications of Artificial Intelligence
IF8
err2026-03-16
err0
PREAI
errYu-Seung Roh; Joo-Young Kim; Jin-Duk Park; Won-Yong Shin
errShare
errSave
DeformMLP: Effective Deformation Prediction for Breast Cancer Using Graph Topology-Assisted MLPs
errDIGITAL TWIN FOR HEALTHCARE, DT4H 2025
IF0
err2026-01-01
err0
PREAI
errShin, Yong-Min; Lee, Kyunghyun; Lim, Sunghwan; Yoon, Kyungho; Shin, Won-Yong
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errSave
Centrality-Based Node Feature Augmentation for Robust Network Alignment
errIEEE Transactions on Network Science and Engineering
IF7.9
err2025-12-05
err0
PREAI
errJin-Duk Park; Cong Tran; Won-Yong Shin; Xin Cao
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errSave
Real-time prediction of breast cancer sites using deformation-aware graph neural network
errEngineering Applications of Artificial Intelligence
IF8
err2025-11-18
err0
PREAI
errKyunghyun Lee; Yong-Min Shin; Minwoo Shin; Jihun Kim; Sunghwan Lim; Won-Yong Shin; Kyungho Yoon
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errSave
A Unified Framework for Exploratory Learning-Aided Community Detection Under Topological Uncertainty
errIEEE Transactions on Network Science and Engineering
IF7.9
err2025-07-01
err0
PREAI
errYu Hou; Cong Tran; Ming Li; Won-Yong Shin
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errSave
Unveiling the unseen potential of graph learning through MLPs: Effective graph learners using propagation-embracing MLPs
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-10-01
err0
errOAAI
errShin, Yong-Min; Shin, Won-Yong
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errSave
Energy-Efficient Edge Learning via Joint Data Deepening-and-Prefetching
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2024-08-01
err1
errOAAI
errKook, Sujin; Shin, Won-Yong; Kim, Seong-Lyun; Ko, Seung-Woo
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errSave
IM-META: Influence Maximization Using Node Metadata in Networks With Unknown Topology
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2024-05-01
err2
errOAAI
errTran, Cong; Shin, Won-Yong; Spitz, Andreas
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errSave
SiReN: Sign-Aware Recommendation Using Graph Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-04-01
err9
PREAI
errSeo, Changwon; Jeong, Kyeong-Joong; Lim, Sungsu; Shin, Won-Yong
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Edgeless-GNN: Unsupervised Representation Learning for Edgeless Nodes
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-01-01
err1
errOAAI
errShin, Yong-Min; Tran, Cong; Shin, Won-Yong; Cao, Xin
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errSave
The Experiences of Layoff Survivors: Navigating Organizational Justice in Times of Crisis
errSUSTAINABILITY
IF3.3
err2023-12-11
err3
errOAAI
errLee, Sanghyun; Hong, Sounman; Shin, Won-Yong; Lee, Bong Gyou
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errSave
Continuous cuffless blood pressure monitoring using photoplethysmography-based PPG2BP-net for high intrasubject blood pressure variations
errSCIENTIFIC REPORTS
IF3.9
err2023-05-27
err18
errOAAI
errJoung, Jingon; Jung, Chul-Woo; Lee, Hyung-Chul; Chae, Moon-Jung; Kim, Hae-Sung; Park, Jonghun; Shin, Won-Yong; Kim, Changhyun; Lee, Minhyung; Choi, Changwoo
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errSave
Quantitative Two-Stage Classification of Gas Mixtures Using 2-D TMDC and PGM Chalcogenides
errIEEE SENSORS JOURNAL
IF4.5
err2023-04-15
err3
PREAI
errSohn, Inkyu; An, Joungbin; Shin, Dain; Kim, Jaehyeok; Nakazawa, Tatsuya; Kotsugi, Yohei; Kim, Soo-Hyun; Yoon, Hwi; Shin, Won-Yong; Chung, Seung Min; Kim, Hyungjun
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errSave
FiFo: Fishbone Forwarding in Massive IoT Networks
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-03-01
err2
errOAAI
errSeong, Hayoung; Kim, Junseon; Shin, Won-Yong; Lee, Howon
errShare
errSave
DATa: Domain Adaptation-aided deep Table detection using visual-lexical representations
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-12-01
err0
errOAAI
errKwon, Hyebin; An, Joungbin; Lee, Dongwoo; Shin, Won -Yong
errShare
errSave
Transport Capacity Optimization for Resource Allocation in Tera-IoT Networks
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-08-15
err1
errOAAI
errJeong, Cheol; Chun, Chang-Jae; Shin, Won-Yong; Kim, Il-Min
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errSave
Machine learning approaches to predicting no-shows in pediatric medical appointment
errNPJ DIGITAL MEDICINE
IF15.1
err2022-04-20
err17
errOAAI
errLiu, Dianbo; Shin, Won-Yong; Sprecher, Eli; Conroy, Kathleen; Santiago, Omar; Wachtel, Gal; Santillana, Mauricio
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errSave
Community reinforcement: An effective and efficient preprocessing method for accurate community detection
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-02-01
err4
PREAI
errKang, Yoonsuk; Lee, Jun-Seok; Shin, Won-Yong; Kim, Sang-Wook
errShare
errSave
Utility-Embraced Microaggregation for Machine Learning Applications
errIEEE ACCESS
IF3.6
err2022-01-01
err3
errOAAI
errLee, Soobin; Shin, Won-Yong
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errSave

Research Directions

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Co-authors
Cooperation Journals
Y
Yangsoo Jang
H-index: 93 · Papers: 1.7K
S
Seung‐Jung Park
H-index: 93 · Papers: 1.0K
A
A. Paulraj
H-index: 83 · Papers: 458
Y
Young‐Hak Kim
H-index: 79 · Papers: 955
J
Jong‐Young Lee
H-index: 78 · Papers: 641
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