Sungpil Woo

Hanbat National University — South Korea

Computer Science · Physical Sciences

10h-index267citations52works1.22yr avg
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Research Topics

IoT and Edge/Fog Computing(10), Privacy-Preserving Technologies in Data(7), Context-Aware Activity Recognition Systems(6), Blockchain Technology Applications and Security(4), EEG and Brain-Computer Interfaces(4)

Publications52 total

Urban Traffic Network Layout Optimization with Guided Discrete Diffusion Models
2026Open Access
Leveraging uncertainty for transmission period control in IoT applications
Engineering Science and Technology an International Journal·2025Open Access
Attention Mechanism in Neural Flow Models for Imbalanced ECG Beat Classification
2025
Def-Ag: An energy-efficient decentralized federated learning framework via aggregator clients
Future Generation Computer Systems·2025
Wind Farm Layout Optimization with Diffusion Models
2025Open Access
Deep multimodal emotion recognition using modality-aware attention and proxy-based multimodal loss
Internet of Things·2025· 3 citedOpen Access
Deep Representation Learning With Assisted Domain Adaptation for EEG-Based Cross-Subject Emotion Recognition
IEEE Transactions on Computational Social Systems·2025
Predictive Dynamic Virtual Machine Scaling for Federated Learning Over Edge-Cloud Interworking
IT Professional·2024· 3 cited
Empirical Study of Rectifier and Dropout in Feedforward Neural Networks
2024
AI-Data Commons: A Decentralized Collaborative Framework for AI-Based Problem Solving
2024
Empirical Study of Attention Mechanism on Neural Ordinary Differential Equations
2024
DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data
ICT Express·2024· 4 citedOpen Access
Deep Representation Learning for Multimodal Emotion Recognition Using Physiological Signals
IEEE Access·2024· 6 citedOpen Access
Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification
IEEE Journal of Biomedical and Health Informatics·2023· 36 citedOpen Access
Design Issues in Implementation of Decentralized AI-data commons Framework
2023· 1 cited
Federated Learning Using Blockchain-based Marketplace
2023
Learnable Path in Neural Controlled Differential Equations
arXiv (Cornell University)·2023Open Access
Deep Multimodal Representation Learning for Emotion Recognition Using Dense Max-Margin Loss Function
SSRN Electronic Journal·2023Open Access
Virtualized Infrastructure as an Incentive on AI-Data Commons
2022 13th International Conference on Information and Communication Technology Convergence (ICTC)·2022· 1 cited
Conditional GAN based Collaborative Filtering with Data Augmentation for Cold-Start User
2022 13th International Conference on Information and Communication Technology Convergence (ICTC)·2022
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Frequent Co-authors

Sunhwan Lim(21), Daeyoung Kim(14), Young‐Ho Suh(11), Chan‐Won Park(11), Dong-Hwan Park(9), Jaewook Byun(8), Janggwan Im(8), Muhammad Zubair(7), Boyun Eom(6), Hoang Minh Nguyen(4), Hyunhak Kim(4), Daeyoung Kim(3), Joohyung Lee(3), Kim Daeyoung(3), Sehyeon Heo(2), Chanwon Park(2), Yalew Tolcha(2), Jiyong Han(2), Eunjoo Yang(2), Daeyoung Kim(2)