Wonjun Ko

26 papers A* 1A 1Misc 1Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
SLEEP-SAFE: Self-Supervised Learning for Estimating Electroencephalogram Patterns With Structural Analysis of Fatigue Evidence.
IEEE Access
Wonjun Ko, Jeongwon Choe, Jonggu Kang
2024 J jnl
Deep Efficient Continuous Manifold Learning for Time Series Modeling.
IEEE Trans. Pattern Anal. Mach. Intell.
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
2024 J jnl
EEG-Oriented Self-Supervised Learning With Triple Information Pathways Network.
IEEE Trans. Cybern.
Wonjun Ko, Seungwoo Jeong, Sa-Kwang Song, Heung-Il Suk
2023 J jnl
Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI.
IEEE Trans. Neural Networks Learn. Syst.
Eunjin Jeon, Wonjun Ko, Jee Seok Yoon, Heung-Il Suk
2023 J jnl
TransSleep: Transitioning-Aware Attention-Based Deep Neural Network for Sleep Staging.
IEEE Trans. Cybern.
Jaeun Phyo, Wonjun Ko, Eunjin Jeon, Heung-Il Suk
2022 J jnl
A Deep Generative-Discriminative Learning for Multimodal Representation in Imaging Genetics.
IEEE Trans. Medical Imaging
Wonjun Ko, Wonsik Jung, Eunjin Jeon, Heung-Il Suk
2022 J jnl
A Novel RL-Assisted Deep Learning Framework for Task-Informative Signals Selection and Classification for Spontaneous BCIs.
IEEE Trans. Ind. Informatics
Wonjun Ko, Eunjin Jeon, Heung-Il Suk
2022 — conf
Continuous Riemannian Geometric Learning for Sleep Staging Classification.
BCI
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
2022 A conf
EEG-Oriented Self-Supervised Learning and Cluster-Aware Adaptation.
CIKM
Wonjun Ko, Heung-Il Suk
2022 Misc conf
Enhancing Contextual Encoding With Stage-Confusion and Stage-Transition Estimation for EEG-Based Sleep Staging.
ICASSP
Jaeun Phyo, Wonjun Ko, Eunjin Jeon, Heung-Il Suk
2022 J jnl
TransSleep: Transitioning-aware Attention-based Deep Neural Network for Sleep Staging.
CoRR
Jaeun Phyo, Wonjun Ko, Eunjin Jeon, Heung-Il Suk
2021 J jnl
A unified framework for personalized regions selection and functional relation modeling for early MCI identification.
NeuroImage
Jiyeon Lee, Wonjun Ko, Eunsong Kang, Heung-Il Suk, Alzheimer's Disease Neuroimaging Initiative
2021 A* conf
ENGINE: Enhancing Neuroimaging and Genetic Information by Neural Embedding.
ICDM
Wonjun Ko, Wonsik Jung, Eunjin Jeon, Ahmad Wisnu Mulyadi, Heung-Il Suk
2021 J jnl
Efficient Continuous Manifold Learning for Time Series Modeling.
CoRR
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
2021 J jnl
Electrophysiological Decoding of Spatial and Color Processing in Human Prefrontal Cortex.
NeuroImage
Byoung-Kyong Min, Hyun Seok Kim, Wonjun Ko, Min-Hee Ahn, Heung-Il Suk, Dimitrios Pantazis, Robert T. Knight
2021 — conf
Fine-grained Temporal Attention Network for EEG-based Seizure Detection.
BCI
Seungwoo Jeong, Eunjin Jeon, Wonjun Ko, Heung-Il Suk
2021 J jnl
Multi-Scale Neural Network for EEG Representation Learning in BCI.
IEEE Comput. Intell. Mag.
Wonjun Ko, Eunjin Jeon, Seungwoo Jeong, Heung-Il Suk
2021 — conf
Spectro-Spatio-Temporal EEG Representation Learning for Imagined Speech Recognition.
ACPR (2)
Wonjun Ko, Eunjin Jeon, Heung-Il Suk
2020 J jnl
A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs.
CoRR
Wonjun Ko, Eunjin Jeon, Heung-Il Suk
2020 J jnl
Multi-Scale Neural network for EEG Representation Learning in BCI.
CoRR
Wonjun Ko, Eunjin Jeon, Seungwoo Jeong, Heung-Il Suk
2020 — conf
VIGNet: A Deep Convolutional Neural Network for EEG-based Driver Vigilance Estimation.
BCI
Wonjun Ko, Kwanseok Oh, Eunjin Jeon, Heung-Il Suk
2019 — conf
Domain Adaptation with Source Selection for Motor-Imagery based BCI.
BCI
Eunjin Jeon, Wonjun Ko, Heung-Il Suk
2019 J jnl
Plug-in Factorization for Latent Representation Disentanglement.
CoRR
Jee Seok Yoon, Wonjun Ko, Heung-Il Suk
2019 — conf
Semi-Supervised Deep Adversarial Learning for Brain-Computer Interface.
BCI
Wonjun Ko, Eunjin Jeon, Jiyeon Lee, Heung-Il Suk
2019 J jnl
Toward Subject Invariant and Class Disentangled Representation in BCI via Cross-Domain Mutual Information Estimator.
CoRR
Eunjin Jeon, Wonjun Ko, Jee Seok Yoon, Heung-Il Suk
2018 — conf
Deep recurrent spatio-temporal neural network for motor imagery based BCI.
BCI
Wonjun Ko, Jee Seok Yoon, Eunsong Kang, Eunji Jun, Jun-Sik Choi, Heung-Il Suk