Young-Seok Choi

Kwangwoon University — South Korea

Neuroscience · Life Sciences

13h-index693citations120works1.62yr avg
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Research Topics

EEG and Brain-Computer Interfaces(32), Advanced Adaptive Filtering Techniques(32), Blind Source Separation Techniques(28), Speech and Audio Processing(21), Neural dynamics and brain function(9)

Publications120 total

Multimodal emotion recognition with high-level feature fusion of audio and text via cross-attention
Multimedia Tools and Applications·2026
Enhancing EEG-Based Emotion Recognition Using Sparse Dynamic Graph CNN With ℓ <sub>2,1</sub> -Norm
IEEE Sensors Journal·2025
Semi-supervised graph contrastive learning for emotion recognition based on electroencephalogram signals
Engineering Applications of Artificial Intelligence·2025
Transfer Learning with a Pretrained Foundation Model for Atrial Fibrillation and Flutter Detection on Single-Lead ECG
2025
Dual-Path Periodic Transformer for Enhancing rPPG Estimation
2025
Assessment of LoRa Network Performance in Domestic Environments and Investigation of Interference Phenomena by Spreading Factor
The Journal of Korean Institute of Communications and Information Sciences·2025
CIVA Simulation-based Signal Analysis and Data Realization Method for PWSCC Detection
Journal of the Korean Society for Nondestructive Testing·2025
Diffusion-Phys: noise-robust heart rate estimation from facial videos via diffusion models
Biomedical Engineering Letters·2025
Lightweight Pre-Trained Korean Language Model Based on Knowledge Distillation and Low-Rank Factorization
Entropy·2025· 2 citedOpen Access
Remote Heart Rate Estimation from Facial Videos with Balanced Contrastive Learning
2025
Hybrid Duplex Medium Access Control Protocol for Tsunami Early Warning Systems in Underwater Networks
Electronics·2024· 2 citedOpen Access
Multimodal Emotion Recognition Based on Global Information Fusion in Conversations
2024
Spiking neural networks for physiological and speech signals: a review
Biomedical Engineering Letters·2024· 10 citedOpen Access
Robust EEG-Based Motor Imagery Brain-Computer Interface using Lp-Norm-Based Common Spatial Patterns
2024· 2 cited
Detection of Ventricular Fibrillation Using Ensemble Empirical Mode Decomposition of ECG Signals
Electronics·2024· 3 citedOpen Access
Multiscale distribution entropy analysis of short epileptic EEG signals
Mathematical Biosciences & Engineering·2024· 4 citedOpen Access
Quantifying Heart Rate Variability Using Multiscale Fuzzy Dispersion Entropy
IEEE Access·2024· 4 citedOpen Access
Multiscale Cumulative Residual Dispersion Entropy with Applications to Cardiovascular Signals
Entropy·2023· 3 citedOpen Access
Facial Video-based Remote Photoplethysmography Signal Estimation with Vision Transformer
2023
Semi-supervised EEG emotion recognition with Discriminative Graph Transformer Model
2023
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Frequent Co-authors

Woo‐Jin Song(10), Seong‐Eun Kim(6), Xiaofeng Jia(4), Hyeon Kyu Lee(3), Nitish V. Thakor(3), Moon‐Kyu Song(3), Jin-Oh Park(3), Hyeon Kyu Lee(2), Matthew A. Koenig(2), Kwang-Hoon Kim(2), Dae-Young Lee(2), Hyun‐Chool Shin(2), Jae Chan Choi(2), Ji-Hack Lee(2), Jun-Chan Kwon(2), Chul-Sun Park(1), Chul-Gyu Kang(1), Chang-Heon Oh(1), Waqas ur Rahman(1), Kwangsue Chung(1)