Hye-Bin Shin

29 papers B 2Journal 17Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Toward Memory-Efficient Continual Adaptation for MI-EEG Decoding in BCIs.
IEEE Trans. Syst. Man Cybern. Syst.
Dan Li, Hye-Bin Shin, Seong-Whan Lee
2025 J jnl
A brain-inspired model for multi-step forecasting of malignant arrhythmias.
Expert Syst. Appl.
Yun Kwan Kim, Insung Choi, Sun Jung Lee, Hye-Bin Shin, Gyung Chul Kim, Hee Seok Song, Minji Lee, Seong-Whan Lee
2025 J jnl
Accelerating Reinforcement Learning via Error-Related Human Brain Signals.
CoRR
Suzie Kim, Hye-Bin Shin, Hyo-Jeong Jang
2025 B conf
Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback.
SMC
Suzie Kim, Hye-Bin Shin, Seong-Whan Lee
2025 J jnl
Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback.
CoRR
Suzie Kim, Hye-Bin Shin, Seong-Whan Lee
2025 J jnl
Brain-Guided Self-Paced Curriculum Learning for Adaptive Human-Machine Interfaces.
IEEE Trans. Syst. Man Cybern. Syst.
Yeon-Woo Choi, Hye-Bin Shin, Seong-Whan Lee
2025 J jnl
Cross-Modal Consistency-Guided Active Learning for Affective BCI Systems.
CoRR
Hyo-Jeong Jang, Hye-Bin Shin, Kang Yin
2025 J jnl
Developing Brain-Based Bare-Handed Human-Machine Interaction via On-Skin Input.
IEEE Trans. Cybern.
Myoung-Ki Kim, Hye-Bin Shin, Jeong-Hyun Cho, Seong-Whan Lee
2025 — conf
EEG-Based Multimodal Representation Learning for Emotion Recognition.
BCI
Kang Yin, Hye-Bin Shin, Dan Li, Seong-Whan Lee
2025 J jnl
NeuroLex: A Lightweight Domain Language Model for EEG Report Understanding and Generation.
CoRR
Kang Yin, Hye-Bin Shin
2025 — conf
Personalized Continual EEG Decoding: Retaining and Transferring Knowledge.
BCI
Dan Li, Hye-Bin Shin, Kang Yin
2025 J jnl
Prototype-Guided Non-Exemplar Continual Learning for Cross-subject EEG Decoding.
CoRR
Dan Li, Hye-Bin Shin, Yeon-Woo Choi
2025 J jnl
Toward Adaptive BCIs: Enhancing Decoding Stability via User State-Aware EEG Filtering.
CoRR
Yeon-Woo Choi, Hye-Bin Shin, Dan Li
2025 B conf
Uncertainty-Aware Cross-Modal Knowledge Distillation with Prototype Learning for Multimodal Brain-Computer Interfaces.
SMC
Hyo-Jeong Jang, Hye-Bin Shin, Seong-Whan Lee
2025 J jnl
Uncertainty-Aware Cross-Modal Knowledge Distillation with Prototype Learning for Multimodal Brain-Computer Interfaces.
CoRR
Hyo-Jeong Jang, Hye-Bin Shin, Seong-Whan Lee
2024 — conf
Baseline-Guided Representation Learning for Noise-Robust EEG Signal Classification.
EMBC
Elissa Yanting Lim, Kang Yin, Hye-Bin Shin, Seong-Whan Lee
2024 — conf
Domain-Incremental Learning Framework for Continual Motor Imagery EEG Classification Task.
EMBC
Dan Li, Hye-Bin Shin, Kang Yin, Seong-Whan Lee
2024 J jnl
EEG-based Multimodal Representation Learning for Emotion Recognition.
CoRR
Kang Yin, Hye-Bin Shin, Dan Li, Seong-Whan Lee
2024 J jnl
Personalized Continual EEG Decoding Framework for Knowledge Retention and Transfer.
CoRR
Dan Li, Hye-Bin Shin, Kang Yin
2024 — conf
Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis.
BCI
Kang Yin, Hye-Bin Shin, Hee-Dong Kim
2024 — conf
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution.
BCI
Hye-Bin Shin, Kang Yin, Seong-Whan Lee
2023 — conf
Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation.
BCI
Dong-Young Kim, Dong-Kyun Han, Hye-Bin Shin
2023 J jnl
Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis.
CoRR
Kang Yin, Hye-Bin Shin, Hee-Dong Kim, Seong-Whan Lee
2023 J jnl
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution.
CoRR
Hye-Bin Shin, Kang Yin, Seong-Whan Lee
2023 — conf
Towards Brain-based Interface for Communication and Control by Skin Touch.
BCI
Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin, Seong-Whan Lee
2023 — conf
Towards Developing Novel and Intuitive Brain-based Control Interface via On-skin Input.
BCI
Hye-Bin Shin, Myoung-Ki Kim, Jeong-Hyun Cho
2022 J jnl
Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation.
CoRR
Dong-Young Kim, Dong-Kyun Han, Hye-Bin Shin
2022 — conf
Recognition of Tactile-related EEG Signals Generated by Self-touch.
BCI
Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin
2021 J jnl
Recognition of Tactile-related EEG Signals Generated by Self-touch.
CoRR
Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin