B.E., Kyungnam University
(2020.3 ~ 2025.02)
M.S. Course, Kwangwoon University (2025.03 ~ Present)
Biosignal Processing
Machine Learning
† denotes equal contribution.
J. Y. Lee †, D. H. Kim †, and Y.-S. Choi, " Adversarial Graph Contrastive Learning with Topology-Aware Multimodal Fusion for Cross-Domain Emotion Recognition," Knowledge-Based Systems, Accepted, Aug. 2026 (IF: 8.0, JCR: 16.0%).
J. Y. Lee, Y.-S. Choi, "Multimodal Emotion Recognition Using Heterogeneous Graph Attention Network," Summer Annual Conference of IEIE, Jun. 2026.
M. S. Lee, D. H. Kim, D.-H. Lee, J.-Y. Lee, Y.-S. Choi, et al., "Correlation Analysis of Biomarkers using Multimodal Biosignals for Detecting Craving States in Patients with Substance Use Disorder," Autumn Annual Conference of IEIE, Nov. 2025.
J.-Y. Lee, D. H. Kim, M. S. Lee, Y.-S. Choi, "Semi-supervised Graph Convolutional Network for Emotion Recognition using Multimodal Biosignals Fusion," Autumn Annual Conference of IEIE, Nov. 2025.
J.-Y. Lee and Y.-S. Choi, "EEG-Based Emotion Classification using Multi-Modal Fusion Transformer," Summer Annual Conference of IEIE, Jun. 2025.
M. S. Lee, J.-Y. Lee, D.-H. Lee, D. H. Kim, Y.-S. Choi, et al., "A Study on the Exploration of Physiological Biomarkers for Classifying Alcohol Craving Levels Based on Heart Rate Responses," Summer Annual Conference of IEIE, Jun. 2025.
Multi-Modal Fusion Transformer를 이용한 EEG 기반 감정 분류 시스템
(EEG-based Emotion Classification System using Multi-Modal Fusion Transformer)
최영석, 이준영, 출원번호: 10-2025-0126968, 출원일자: 2025.09.05