Won-Yong Shin

Orcid: 0000-0002-6533-3469

According to our database1, Won-Yong Shin authored at least 159 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Energy-Efficient Edge Learning via Joint Data Deepening-and-Prefetching.
IEEE Trans. Wirel. Commun., August, 2024

SiReN: Sign-Aware Recommendation Using Graph Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

IM-META: Influence Maximization Using Node Metadata in Networks With Unknown Topology.
IEEE Trans. Netw. Sci. Eng., 2024

Edgeless-GNN: Unsupervised Representation Learning for Edgeless Nodes.
IEEE Trans. Emerg. Top. Comput., 2024

Unveiling the unseen potential of graph learning through MLPs: Effective graph learners using propagation-embracing MLPs.
Knowl. Based Syst., 2024

LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs.
CoRR, 2024

CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems.
CoRR, 2024

Graph Signal Processing for Cross-Domain Recommendation.
CoRR, 2024

On the Feasibility of Fidelity<sup>-</sup> for Graph Pruning.
CoRR, 2024

Revisiting Attention Weights as Interpretations of Message-Passing Neural Networks.
CoRR, 2024

MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Leveraging Trustworthy Node Attributes for Effective Network Alignment.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
On the Power of Gradual Network Alignment Using Dual-Perception Similarities.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

FiFo: Fishbone Forwarding in Massive IoT Networks.
IEEE Internet Things J., March, 2023

Propagate & Distill: Towards Effective Graph Learners Using Propagation-Embracing MLPs.
CoRR, 2023

Node Feature Augmentation Vitaminizes Network Alignment.
CoRR, 2023

Graph Neural Network-Aided Exploratory Learning for Community Detection with Unknown Topology.
CoRR, 2023

Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

LATTE: A Framework for Learning Item-Features to Make a Domain-Expert for Effective Conversational Recommendation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Exploration-Aided Downstream Graph Learning Tasks: A Survey on Exploratory Graph Learning.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Joint Data Deepening-and-Prefetching for Energy-Efficient Edge Learning.
Proceedings of the IEEE International Conference on Communications, 2023

AI-Empowered Database Management Platform for New Materials Discovery for Consumer Electronics.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022
Community Detection in Partially Observable Social Networks.
ACM Trans. Knowl. Discov. Data, 2022

${\sf DeepNC}$DeepNC: Deep Generative Network Completion.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Machine learning approaches to predicting no-shows in pediatric medical appointment.
npj Digit. Medicine, 2022

DATa: Domain Adaptation-aided deep Table detection using visual-lexical representations.
Knowl. Based Syst., 2022

Community reinforcement: An effective and efficient preprocessing method for accurate community detection.
Knowl. Based Syst., 2022

Transport Capacity Optimization for Resource Allocation in Tera-IoT Networks.
IEEE Internet Things J., 2022

Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation.
CoRR, 2022

Utility-Embraced Microaggregation for Machine Learning Applications.
IEEE Access, 2022

Graph Anomaly Detection With Graph Neural Networks: Current Status and Challenges.
IEEE Access, 2022

Two-Stage Deep Anomaly Detection With Heterogeneous Time Series Data.
IEEE Access, 2022

GradAlign+: Empowering Gradual Network Alignment Using Attribute Augmentation.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Is It Enough Just Looking at the Title?: Leveraging Body Text To Enrich Title Words Towards Accurate News Recommendation.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

META-CODE: Community Detection via Exploratory Learning in Topologically Unknown Networks.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Prototype-Based Explanations for Graph Neural Networks (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Personalized Preference Learning Framework for Caching in Mobile Networks.
IEEE Trans. Mob. Comput., 2021

Secrecy Outage Analysis of Multiuser Downlink Wiretap Networks With Potential Eavesdroppers.
IEEE Syst. J., 2021

An improved approach for estimating social POI boundaries with textual attributes on social media.
Knowl. Based Syst., 2021

"How to get consensus with neighbors?": Rating standardization for accurate collaborative filtering.
Knowl. Based Syst., 2021

Edgeless-GNN: Unsupervised Inductive Edgeless Network Embedding.
CoRR, 2021

Joint Mobile Charging and Coverage-Time Extension for Unmanned Aerial Vehicles.
IEEE Access, 2021

Location-Aware Caching via Predicting Heterogeneous File Preferences in Mobile Networks.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Network Completion: Beyond Matrix Completion.
Proceedings of the International Conference on Information Networking, 2021

Relation Prediction via Graph Neural Network in Heterogeneous Information Networks with Missing Type Information.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Revisiting Information Detection and Energy Harvesting: A Power Splitting-Based Approach.
Entropy, 2020

Interference-Aware Opportunistic Random Access in Dense IoT Networks.
IEEE Access, 2020

CR-Graph: Community Reinforcement for Accurate Community Detection.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Multi-Stream Opportunistic Network Decoupling: Relay Selection and Interference Management.
IEEE Trans. Mob. Comput., 2019

Predictive Caching via Learning Temporal Distribution of Content Requests.
IEEE Commun. Lett., 2019

Support Vector Machine-Based Transmit Antenna Allocation for Multiuser Communication Systems.
Entropy, 2019

DeepNC: Deep Generative Network Completion.
CoRR, 2019

A Personalized Preference Learning Framework for Caching in Mobile Networks.
CoRR, 2019

A Feasibility Study on Mission-Critical Push-to-Talk: Standards and Implementation Perspectives.
IEEE Commun. Mag., 2019

Clustering-Based Collaborative Filtering Using an Incentivized/Penalized User Model.
IEEE Access, 2019

An Improved Density-Based Approach to Spatio-Textual Clustering on Social Media.
IEEE Access, 2019

How to Cache in Mobile Hybrid IoT Networks?
IEEE Access, 2019

2018
Network-Decomposed Hierarchical Cooperation in Ad Hoc Networks With Social Relationships.
IEEE Trans. Wirel. Commun., 2018

On the Effects of Subpacketization in Content-Centric Mobile Networks.
IEEE J. Sel. Areas Commun., 2018

Revisiting Degrees of Freedom of Full-Duplex Systems with Opportunistic Transmission: An Improved User Scaling Law.
Entropy, 2018

Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension.
Entropy, 2018

Improved Density-Based Spatio-Textual Clustering on Social Media.
CoRR, 2018

DIR-ST<sup>2</sup>: Delineation of Imprecise Regions Using Spatio-Temporal-Textual Information.
IEEE Access, 2018

Face Recognition Using Composite Features Based on Discriminant Analysis.
IEEE Access, 2018

Interpixel interference mitigation using differential coding in vehicular visible light communication based image sensor.
Proceedings of the 2018 International Conference on Information Networking, 2018

2017
Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks.
IEEE Trans. Wirel. Commun., 2017

Elastic Routing in Ad Hoc Networks with Directional Antennas.
IEEE Trans. Mob. Comput., 2017

Opportunistic Network Decoupling with Virtual Full-Duplex Operation in Multi-Source Interfering Relay Networks.
IEEE Trans. Mob. Comput., 2017

Wireless Power Transfer for Distributed Estimation in Sensor Networks.
IEEE J. Sel. Top. Signal Process., 2017

Optimal Multiuser Diversity in Multi-Cell MIMO Uplink Networks: User Scaling Law and Beamforming Design.
Entropy, 2017

Multi-Cell-Aware Opportunistic Random Access for Machine-Type Communications.
CoRR, 2017

Optimal Caching in Mobile HetNets: A Throughput-Delay Trade-off Perspective.
CoRR, 2017

Multi-cell aware opportunistic random access.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Multi-cell pseudo-random beamforming: Opportunistic feedback and beam selection.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017

Achieving the optimal throughput scaling in multi-cell random access networks.
Proceedings of the IEEE International Conference on Communications, 2017

DBSTexC: Density-Based Spatio-Textual Clustering on Twitter.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Capacity of large hybrid erasure networks with random node distribution.
Wirel. Networks, 2016

HierHybNET: Cut-set upper bound of ad hoc networks with cost-effective infrastructure.
Wirel. Networks, 2016

Opportunistic Interference Alignment in Poor Scattering Channels.
IEEE Trans. Veh. Technol., 2016

On the Degrees of Freedom of the Large-Scale Interfering Two-Way Relay Network.
IEEE Trans. Veh. Technol., 2016

Capacity of 3D Erasure Networks.
IEEE Trans. Commun., 2016

GreenInfra: Capacity of Large-Scale Hybrid Networks With Cost-Effective Infrastructure.
IEEE J. Sel. Areas Commun., 2016

Degrees of Freedom of Millimeter Wave Full-Duplex Systems With Partial CSIT.
IEEE Commun. Lett., 2016

Cellular-Aided Device-to-Device Communication: The Benefit of Physical Layer Network Coding.
IEEE Commun. Lett., 2016

Capacity of Three-Dimensional Erasure Networks.
CoRR, 2016

Group communication over LTE: a radio access perspective.
IEEE Commun. Mag., 2016

HierHybNET: Capacity scaling of ad hoc networks with cost-effective infrastructure.
Ad Hoc Networks, 2016

GeoSocialBound: an efficient framework for estimating social POI boundaries using spatio-textual information.
Proceedings of the Third International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, 2016

Caching in mobile HetNets: A throughput-delay trade-off perspective.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Decentralized power allocation for secondary random access in cognitive radio networks with successive interference cancellation.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

On the secrecy capacity of multi-cell uplink networks with opportunistic scheduling.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
A new understanding of friendships in space: Complex networks meet Twitter.
J. Inf. Sci., 2015

On the multiuser diversity in SIMO interfering multiple access channels: Distributed user scheduling framework.
J. Commun. Networks, 2015

Generic Iterative Downlink Interference Alignment.
IEICE Trans. Commun., 2015

Decentralized Multilevel Power Allocation for Random Access.
IEICE Trans. Commun., 2015

Beamwidth Scaling in Wireless Networks with Outage Constraints.
IEICE Trans. Commun., 2015

A Simple Random Access Scheme With Multilevel Power Allocation.
IEEE Commun. Lett., 2015

Elastic Routing in Wireless Ad Hoc Networks With Directional Antennas.
CoRR, 2015

The Effect of Poor Scattering on the Degrees-of-Freedom in Interfering Multiple-Access Channels.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Low-Complexity Detection of POI Boundaries Using Geo-Tagged Tweets: A Geographic Proximity Based Approach.
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2015

Clarifying the role of distance in friendships on twitter: discovery of a double power-law relationship.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
Codebook-Based Opportunistic Interference Alignment.
IEEE Trans. Signal Process., 2014

Development of an Edge-Based Algorithm for Moving-Object Detection Using Background Modeling.
J. Inform. and Commun. Convergence Engineering, 2014

Performance Evaluation of Parallel Opportunistic Multihop Routing.
J. Inform. and Commun. Convergence Engineering, 2014

Energy-Efficient Opportunistic Interference Alignment.
IEEE Commun. Lett., 2014

On the joint design of beamforming and user scheduling in multi-cell MIMO uplink networks.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Elastic routing in wireless networks with directional antennas.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Opportunistic downlink interference alignment.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Ad hoc networking with rate-limited infrastructure: Generalized capacity scaling.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

A huge challenge with directional antennas: Elastic routing.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2014

Opportunistic network decoupling in multi-source interfering relay networks.
Proceedings of the IEEE International Conference on Communications, 2014

Opportunistic interference alignment for MIMO interfering broadcast channels.
Proceedings of the IEEE International Conference on Acoustics, 2014

The design of optimal receiver for opportunistic interference alignment.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Preamble and Pilot Design with Computationally Efficient Synchronization and Cell Search Algorithms in Cellular OFDM Systems.
Wirel. Pers. Commun., 2013

On the Effects of Frequency Scaling Over Capacity Scaling in Underwater Networks - Part II: Dense Network Model.
Wirel. Pers. Commun., 2013

On the Effects of Frequency Scaling Over Capacity Scaling in Underwater Networks - Part I: Extended Network Model.
Wirel. Pers. Commun., 2013

Opportunistic Interference Alignment for MIMO Interfering Multiple-Access Channels.
IEEE Trans. Wirel. Commun., 2013

A Peak Power Efficient Cooperative Diversity using Star-QAM with Coherent/Noncoherent Detection.
IEEE Trans. Wirel. Commun., 2013

Parallel Opportunistic Routing in Wireless Networks.
IEEE Trans. Inf. Theory, 2013

Naive Decode-and-Forward Relay Achieves Optimal DMT for Cooperative Underwater Communication.
J. Inform. and Commun. Convergence Engineering, 2013

Hierarchical Cooperation in Ultra-Wide Band <i>Ad Hoc</i> Networks.
IEICE Trans. Commun., 2013

On the Multi-User Diversity with Secrecy in Uplink Wiretap Networks.
IEEE Commun. Lett., 2013

Capacity Scaling of Hybrid Erasure Networks Based on Polynomial Power-Law.
IEEE Commun. Lett., 2013

Large-scale ad hoc networks with rate-limited infrastructure: Information-theoretic operating regimes.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Semi-blind interference alignment based on OFDM over frequency selective X channels.
Proceedings of IEEE International Conference on Communications, 2013

Energy-efficient base-station topologies for green cellular networks.
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013

2012
Can One Achieve Multiuser Diversity in Uplink Multi-Cell Networks?
IEEE Trans. Commun., 2012

Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Wireless Multi-Cell Uplink Networks.
IEEE Trans. Commun., 2012

Network Coordinated Opportunistic Beamforming in Downlink Cellular Networks.
IEICE Trans. Commun., 2012

Effect of Multiple Antennas on the Transport Capacity in Large-Scale Ad Hoc Networks.
IEICE Trans. Commun., 2012

Throughput Scaling of Ultra-Wide Band Ad Hoc Networks with Infrastructure.
IEICE Trans. Commun., 2012

Opportunistic interference alignment for MIMO IMAC: Effect of user scaling over degrees-of-freedom.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

A feasibility study on opportunistic interference alignment: Limited feedback and sum-rate enhancement.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Frame Design and Throughput Evaluation for Practical Multiuser MIMO OFDMA Systems.
IEEE Trans. Veh. Technol., 2011

Improved Capacity Scaling in Wireless Networks With Infrastructure.
IEEE Trans. Inf. Theory, 2011

Refined Routing Algorithm in Hybrid Networks with Different Transmission Rates.
IEEE Trans. Commun., 2011

Degrees-of-Freedom Based on Interference Alignment with Imperfect Channel Knowledge.
IEICE Trans. Commun., 2011

Regional Diversity-Multiplexing Tradeoff.
IEICE Trans. Commun., 2011

Capacity Scaling of Infrastructure-Supported Erasure Networks.
IEEE Commun. Lett., 2011

Opportunistic Interference Alignment for Interference-Limited Cellular TDD Uplink.
IEEE Commun. Lett., 2011

On the Order Optimality of Large-scale Underwater Networks
CoRR, 2011

A peak power efficient cooperative diversity using star-QAM.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2011

Information-theoretic limits of dense underwater networks.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

The gaussian two-way relay channel with wiretapper.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Cellular Networks
CoRR, 2010

On Capacity Scaling of Underwater Networks: An Information-Theoretic Perspective
CoRR, 2010

Multi-hop routing is order-optimal in underwater extended networks.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
Improved Power-Delay Trade-off in Wireless Networks Using Opportunistic Routing
CoRR, 2009

Multiuser Scheduling Based on Reduced Feedback Information in Cooperative Communications.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

2008
Diversity-Multiplexing Tradeoff and Outage Performance for Rician MIMO Channels.
IEEE Trans. Inf. Theory, 2008

Improved throughput scaling in wireless ad hoc networks with infrastructure.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2007
Improved Power-Delay Trade-off in Wireless Ad Hoc Networks Using Opportunistic Routing.
Proceedings of the IEEE International Symposium on Information Theory, 2007

2006
Capacity Evaluation of Various Multiuser MIMO Schemes in Downlink Cellular Environments.
Proceedings of the IEEE 17th International Symposium on Personal, 2006

Outage Analysis for MIMO Rician Channels and Channels with Partial CSI.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006


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