Recognition of Tactile-related EEG Signals Generated by Self-touch. - Myoung-Ki Kim; Jeong-Hyun Cho; Hye-Bin Shin (BCI, 2022)

Towards Brain-based Interface for Communication and Control by Skin Touch. - Myoung-Ki Kim; Jeong-Hyun Cho; Hye-Bin Shin; Seong-Whan Lee (BCI, 2023)

Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation. - Dong-Young Kim; Dong-Kyun Han; Hye-Bin Shin (BCI, 2023)

Towards Developing Novel and Intuitive Brain-based Control Interface via On-skin Input. - Hye-Bin Shin; Myoung-Ki Kim; Jeong-Hyun Cho (BCI, 2023)

Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis. - Kang Yin; Hye-Bin Shin; Hee-Dong Kim; Seong-Whan Lee (CoRR, 2023)

Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution. - Hye-Bin Shin; Kang Yin; Seong-Whan Lee (BCI, 2024)

Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis. - Kang Yin; Hye-Bin Shin; Hee-Dong Kim (BCI, 2024)

Domain-Incremental Learning Framework for Continual Motor Imagery EEG Classification Task. - Dan Li; Hye-Bin Shin; Kang Yin; Seong-Whan Lee (EMBC, 2024)

Baseline-Guided Representation Learning for Noise-Robust EEG Signal Classification. - Elissa Yanting Lim; Kang Yin; Hye-Bin Shin; Seong-Whan Lee (EMBC, 2024)

Personalized Continual EEG Decoding Framework for Knowledge Retention and Transfer. - Dan Li; Hye-Bin Shin; Kang Yin (CoRR, 2024)

Personalized Continual EEG Decoding: Retaining and Transferring Knowledge. - Dan Li; Hye-Bin Shin; Kang Yin (BCI, 2025)

EEG-Based Multimodal Representation Learning for Emotion Recognition. - Kang Yin; Hye-Bin Shin; Dan Li; Seong-Whan Lee (BCI, 2025)

A brain-inspired model for multi-step forecasting of malignant arrhythmias. - Yun Kwan Kim; Insung Choi; Sun Jung Lee; Hye-Bin Shin; Gyung Chul Kim; Hee Seok Song; Minji Lee; Seong-Whan Lee (Expert Syst. Appl., 2025)

Developing Brain-Based Bare-Handed Human-Machine Interaction via On-Skin Input. - Myoung-Ki Kim; Hye-Bin Shin; Jeong-Hyun Cho; Seong-Whan Lee (IEEE Trans. Cybern., 2025)

Uncertainty-Aware Cross-Modal Knowledge Distillation with Prototype Learning for Multimodal Brain-Computer Interfaces. - Hyo-Jeong Jang; Hye-Bin Shin; Seong-Whan Lee (CoRR, 2025)

Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback. - Suzie Kim; Hye-Bin Shin; Seong-Whan Lee (CoRR, 2025)

Brain-Guided Self-Paced Curriculum Learning for Adaptive Human-Machine Interfaces. - Yeon-Woo Choi; Hye-Bin Shin; Seong-Whan Lee (IEEE Trans. Syst. Man Cybern. Syst., 2025)