International Conferences

• Multimodal Emotion Recognition from EEG and ECG Signals via Parallel Fusion of Graph Convolution and LSTMs
  Hyunwook Kang, Minji Lee
  EMBC-the 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2025
• Phoneme Classification in Imagined Speech Using Explainable Machine Learning
  Sejin Kim, Hyunwook Kang, Ji-Hoon Jeong, Minji Lee
  WBCI-the 13th International Winter Conference on Brain-Computer Interface, 2025
• Cascading global and sequential temporal representations with local context modeling for EEG-based emotion recognition
  Hyunwook Kang, Jin Woo Choi, Byung Hyung Kim
  ICPR-International Conference on Pattern Recognition, 2024
• Zero-shot visual emotion recognition by exploiting BERT
  Hyunwook Kang, Devamanyu Hazarika, Dongho Kim, Jihie Kim
  IntelliSys-Intelligent Systems Conference, 2022

International Journals

• Convolutional Channel Modulator for Transformer and LSTM networks in EEG-based emotion recognition
  Hyunwook Kang, Jin Woo Choi, Byung Hyung Kim
  Biomed. Eng. Lett.-Biomedical Engineering Letters (2023-JCR IF: 3.2), 2025

Domestic Journals

• ConTL: Improving the Performance of EEG-based Emotion Recognition via the Incorporation of CNN, Transformer and LSTM
  Hyunwook Kang, Byung Hyung Kim
  JOK-Journal of Korean Institute of Information Scientists and Engineers, 2024
• Efficient Visual Sentiment Detector using Knowledge Distillation
  Hyun Wook Kang, Kwangil Kim
  JKIIT-Journal of Korean Institute of Information Technology, 2021