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2020 – today
- 2026
[j4]Dan Li
, Hye-Bin Shin, Seong-Whan Lee:
Toward Memory-Efficient Continual Adaptation for MI-EEG Decoding in BCIs. IEEE Trans. Syst. Man Cybern. Syst. 56(1): 766-778 (2026)- 2025
- [j3]Yun Kwan Kim, Insung Choi, Sun Jung Lee, Hye-Bin Shin, Gyung Chul Kim, Hee Seok Song, Minji Lee, Seong-Whan Lee:
A brain-inspired model for multi-step forecasting of malignant arrhythmias. Expert Syst. Appl. 270: 126373 (2025) - [j2]Myoung-Ki Kim, Hye-Bin Shin, Jeong-Hyun Cho, Seong-Whan Lee:
Developing Brain-Based Bare-Handed Human-Machine Interaction via On-Skin Input. IEEE Trans. Cybern. 55(4): 1554-1567 (2025) - [j1]Yeon-Woo Choi, Hye-Bin Shin, Seong-Whan Lee:
Brain-Guided Self-Paced Curriculum Learning for Adaptive Human-Machine Interfaces. IEEE Trans. Syst. Man Cybern. Syst. 55(7): 4693-4704 (2025) - [c10]Dan Li, Hye-Bin Shin, Kang Yin:
Personalized Continual EEG Decoding: Retaining and Transferring Knowledge. BCI 2025: 1-4 - [c9]Kang Yin, Hye-Bin Shin, Dan Li, Seong-Whan Lee:
EEG-Based Multimodal Representation Learning for Emotion Recognition. BCI 2025: 1-4 - [i13]Hyo-Jeong Jang, Hye-Bin Shin, Seong-Whan Lee:
Uncertainty-Aware Cross-Modal Knowledge Distillation with Prototype Learning for Multimodal Brain-Computer Interfaces. CoRR abs/2507.13092 (2025) - [i12]Suzie Kim, Hye-Bin Shin, Seong-Whan Lee:
Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback. CoRR abs/2507.13171 (2025) - [i11]Yeon-Woo Choi, Hye-Bin Shin, Dan Li:
Toward Adaptive BCIs: Enhancing Decoding Stability via User State-Aware EEG Filtering. CoRR abs/2511.07891 (2025) - [i10]Kang Yin, Hye-Bin Shin:
NeuroLex: A Lightweight Domain Language Model for EEG Report Understanding and Generation. CoRR abs/2511.12851 (2025) - [i9]Hyo-Jeong Jang, Hye-Bin Shin, Kang Yin:
Cross-Modal Consistency-Guided Active Learning for Affective BCI Systems. CoRR abs/2511.15138 (2025) - [i8]Suzie Kim, Hye-Bin Shin, Hyo-Jeong Jang:
Accelerating Reinforcement Learning via Error-Related Human Brain Signals. CoRR abs/2511.18878 (2025) - [i7]Dan Li, Hye-Bin Shin, Yeon-Woo Choi:
Prototype-Guided Non-Exemplar Continual Learning for Cross-subject EEG Decoding. CoRR abs/2511.20696 (2025) - 2024
- [c8]Hye-Bin Shin, Kang Yin, Seong-Whan Lee:
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution. BCI 2024: 1-4 - [c7]Kang Yin, Hye-Bin Shin, Hee-Dong Kim:
Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis. BCI 2024: 1-4 - [c6]Dan Li, Hye-Bin Shin, Kang Yin, Seong-Whan Lee:
Domain-Incremental Learning Framework for Continual Motor Imagery EEG Classification Task. EMBC 2024: 1-5 - [c5]Elissa Yanting Lim, Kang Yin, Hye-Bin Shin, Seong-Whan Lee:
Baseline-Guided Representation Learning for Noise-Robust EEG Signal Classification. EMBC 2024: 1-4 - [i6]Kang Yin, Hye-Bin Shin, Dan Li, Seong-Whan Lee:
EEG-based Multimodal Representation Learning for Emotion Recognition. CoRR abs/2411.00822 (2024) - [i5]Dan Li, Hye-Bin Shin, Kang Yin:
Personalized Continual EEG Decoding Framework for Knowledge Retention and Transfer. CoRR abs/2411.11874 (2024) - 2023
- [c4]Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin, Seong-Whan Lee:
Towards Brain-based Interface for Communication and Control by Skin Touch. BCI 2023: 1-5 - [c3]Dong-Young Kim, Dong-Kyun Han, Hye-Bin Shin:
Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation. BCI 2023: 1-4 - [c2]Hye-Bin Shin, Myoung-Ki Kim, Jeong-Hyun Cho:
Towards Developing Novel and Intuitive Brain-based Control Interface via On-skin Input. BCI 2023: 1-5 - [i4]Hye-Bin Shin, Kang Yin, Seong-Whan Lee:
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution. CoRR abs/2312.05828 (2023) - [i3]Kang Yin, Hye-Bin Shin, Hee-Dong Kim, Seong-Whan Lee:
Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis. CoRR abs/2312.09456 (2023) - 2022
- [c1]Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin:
Recognition of Tactile-related EEG Signals Generated by Self-touch. BCI 2022: 1-4 - [i2]Dong-Young Kim, Dong-Kyun Han, Hye-Bin Shin:
Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation. CoRR abs/2212.13887 (2022) - 2021
- [i1]Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin:
Recognition of Tactile-related EEG Signals Generated by Self-touch. CoRR abs/2112.07123 (2021)
Coauthor Index
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