Wonjun Ko

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Manifold Learning

Top Venues

IEEE Trans. Cybern.

Publications

Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
Deep Efficient Continuous Manifold Learning for Time Series Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Jaeun Phyo, Wonjun Ko, Eunjin Jeon, Heung-Il Suk
TransSleep: Transitioning-Aware Attention-Based Deep Neural Network for Sleep Staging. IEEE Trans. Cybern. 53 (7) (2023)
Eunjin Jeon, Wonjun Ko, Jee Seok Yoon, Heung-Il Suk
Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Jauen Phyo, Wonjun Ko, Eunjin Jeon, Heung-Il Suk
TransSleep: Transitioning-aware Attention-based Deep Neural Network for Sleep Staging. CoRR (2022)
Wonjun Ko, Eunjin Jeon, Heung-Il Suk
A Novel RL-Assisted Deep Learning Framework for Task-Informative Signals Selection and Classification for Spontaneous BCIs. IEEE Trans. Ind. Informatics 18 (3) (2022)
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
Continuous Riemannian Geometric Learning for Sleep Staging Classification. BCI (2022)
Jauen Phyo, Wonjun Ko, Eunjin Jeon, Heung-Il Suk
Enhancing Contextual Encoding With Stage-Confusion and Stage-Transition Estimation for EEG-Based Sleep Staging. ICASSP (2022)
Wonjun Ko, Heung-Il Suk
EEG-Oriented Self-Supervised Learning and Cluster-Aware Adaptation. CIKM (2022)
Wonjun Ko, Wonsik Jung, Eunjin Jeon, Heung-Il Suk
A Deep Generative-Discriminative Learning for Multimodal Representation in Imaging Genetics. IEEE Trans. Medical Imaging 41 (9) (2022)
Byoung-Kyong Min, Hyun Seok Kim, Wonjun Ko, Min-Hee Ahn, Heung-Il Suk, Dimitrios Pantazis, Robert T. Knight
Electrophysiological Decoding of Spatial and Color Processing in Human Prefrontal Cortex. NeuroImage 237 (2021)
Jiyeon Lee, Wonjun Ko, Eunsong Kang, Heung-Il Suk, Alzheimer's Disease Neuroimaging Initiative
A unified framework for personalized regions selection and functional relation modeling for early MCI identification. NeuroImage 236 (2021)
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
Efficient Continuous Manifold Learning for Time Series Modeling. CoRR (2021)
Wonjun Ko, Eunjin Jeon, Seungwoo Jeong, Heung-Il Suk
Multi-Scale Neural Network for EEG Representation Learning in BCI. IEEE Comput. Intell. Mag. 16 (2) (2021)
Wonjun Ko, Wonsik Jung, Eunjin Jeon, Ahmad Wisnu Mulyadi, Heung-Il Suk
ENGINE: Enhancing Neuroimaging and Genetic Information by Neural Embedding. ICDM (2021)
Wonjun Ko, Eunjin Jeon, Heung-Il Suk
Spectro-Spatio-Temporal EEG Representation Learning for Imagined Speech Recognition. ACPR (2) (2021)
Seungwoo Jeong, Eunjin Jeon, Wonjun Ko, Heung-Il Suk
Fine-grained Temporal Attention Network for EEG-based Seizure Detection. BCI (2021)
Wonjun Ko, Kwanseok Oh, Eunjin Jeon, Heung-Il Suk
VIGNet: A Deep Convolutional Neural Network for EEG-based Driver Vigilance Estimation. BCI (2020)
Wonjun Ko, Eunjin Jeon, Heung-Il Suk
A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs. CoRR (2020)
Wonjun Ko, Eunjin Jeon, Seungwoo Jeong, Heung-Il Suk
Multi-Scale Neural network for EEG Representation Learning in BCI. CoRR (2020)
Eunjin Jeon, Wonjun Ko, Heung-Il Suk
Domain Adaptation with Source Selection for Motor-Imagery based BCI. BCI (2019)
Jee Seok Yoon, Wonjun Ko, Heung-Il Suk
Plug-in Factorization for Latent Representation Disentanglement. CoRR (2019)
Eunjin Jeon, Wonjun Ko, Jee Seok Yoon, Heung-Il Suk
Toward Subject Invariant and Class Disentangled Representation in BCI via Cross-Domain Mutual Information Estimator. CoRR (2019)
Wonjun Ko, Eunjin Jeon, Jiyeon Lee, Heung-Il Suk
Semi-Supervised Deep Adversarial Learning for Brain-Computer Interface. BCI (2019)
Wonjun Ko, Jee Seok Yoon, Eunsong Kang, Eunji Jun, Jun-Sik Choi, Heung-Il Suk
Deep recurrent spatio-temporal neural network for motor imagery based BCI. BCI (2018)