Byung‐Gyu Kim

Sookmyung Women's University — South Korea

Computer Science · Physical Sciences

34h-index5.5kcitations289works4.82yr avg
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Research Topics

Video Coding and Compression Technologies(90), Advanced Vision and Imaging(81), Advanced Image Processing Techniques(42), Image and Video Quality Assessment(40), Advanced Data Compression Techniques(34)

Publications289 total

Hierarchical Stackelberg game-based collaborative learning for ultrasound intelligence in wireless edge healthcare networks
Computer Communications·2025
Transforming Growth Factor-Beta is a Key Regulator of Oncogene Expression and Immune Microenvironment in Osteosarcoma 9272
The Journal of Immunology·2025Open Access
Fed-HealthGen: A Generative Federated Framework for Privacy-Preserving Personalized Healthcare Using Wearable Consumer Electronics
IEEE Transactions on Consumer Electronics·2025
RMSF-ViT: Randomized Multi-scale Fusion Vision Transformer
Communications in computer and information science·2025Open Access
AIoT-Enhanced Blockchain Framework for Hierarchical Access Control in Green Medical Supply Chain Systems
IEEE Internet of Things Journal·2025
Enhanced Monocular Depth Estimation Based on Uncertainty Edge Weighting Mask
Tsinghua Science & Technology·2025Open Access
Large Model-Driven Trustworthy Child Psychoeducation Mechanism for 6G Internet of Everything
IEEE Internet of Things Journal·2025
Explaining Sentiments: Improving Explainability in Sentiment Analysis Using Local Interpretable Model-Agnostic Explanations and Counterfactual Explanations
IEEE Transactions on Computational Social Systems·2025· 1 cited
Machine learning-based efficient audio production separation method
International Journal of Machine Learning and Cybernetics·2025
Federated Learning With Local Differential Privacy for Autonomous Electronic Vehicles: Enhancing Security and Performance
IEEE Transactions on Consumer Electronics·2025· 3 cited
Editorial: Transformer models for multi-source visual fusion and understanding
Information Fusion·2025Open Access
CubeDimAE: Automatic Autoencoder Generation based on Dimension Estimation by Tessellation
2025
BiSAUM: Bi-Directional Sparse Attention Transformer for Cancer Cell Prediction in Multi-Domain Sustainable Healthcare Systems
IEEE Journal of Biomedical and Health Informatics·2025
Multimodal Metaverse Healthcare: A Collaborative Representation and Adaptive Fusion Approach for Generative Artificial-Intelligence-Driven Diagnosis
Research·2025· 2 citedOpen Access
Cooperative Digital Healthcare Task Scheduling and Resource Management in Edge Intelligence Systems
Tsinghua Science & Technology·2024· 9 citedOpen Access
Temporal Behavior Analysis and Synthesis for Safety-Critical Transportation Cyber-Physical Systems: A Compositional Approach
IEEE Transactions on Intelligent Transportation Systems·2024
Leveraging Generative AI for Essential Predictive Maintenance in Industrial Consumer Electronics
IEEE Transactions on Consumer Electronics·2024· 4 cited
Pixel Embedding for Fractional Interpolation in Video Coding
Lecture notes in computer science·2024
Multi-Level Feature Exploration Using LSTM-Based Variational Autoencoder Network for Fall Detection
Lecture notes in computer science·2024· 1 cited
Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation
Lecture notes in computer science·2024· 4 citedOpen Access
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Frequent Co-authors

Partha Pratim Roy(12), Debi Prosad Dogra(7), Kostas E. Psannis(5), Yutaka Ishibashi(4), Sudhanshu Kumar(4), Christos Stergiou(3), Brij B. Gupta(3), Naveen Chilamkurti(3), Gwang-Soo Hong(3), Andreas P. Plageras(3), Dong-Jo Park(3), Pradeep Kumar(3), Ji‐Hae Kim(2), Da-Mi Jeong(2), Youn Jeong Kim(2), Je‐Yoel Cho(2), Hyun‐Mo Ryoo(2), J. Dinesh Peter(2), Adam Słowik(2), B. D. Parameshachari(2)