Eunjin Jeon

27 papers A* 1Misc 1Journal 15Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
FIESTA: Fourier-Based Semantic Augmentation With Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Kwanseok Oh, Eunjin Jeon, Da-Woon Heo, Yooseung Shin, Heung-Il Suk
2025 J jnl
ADT²R: Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis.
IEEE Trans. Neural Networks Learn. Syst.
Eunjin Jeon, Jaehun Choi, Heung-Il Suk
2024 J jnl
EAG-RS: A Novel Explainability-Guided ROI-Selection Framework for ASD Diagnosis via Inter-Regional Relation Learning.
IEEE Trans. Medical Imaging
Wonsik Jung, Eunjin Jeon, Eunsong Kang, Heung-Il Suk
2024 J jnl
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation.
CoRR
Kwanseok Oh, Eunjin Jeon, Da-Woon Heo, Yooseung Shin, Heung-Il Suk
2023 J jnl
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning.
CoRR
Wonsik Jung, Eunjin Jeon, Eunsong Kang, Heung-Il Suk
2023 — conf
Learning-based Sleep Quality Evaluation.
BCI
Seungwoo Jeong, Eunjin Jeon, Seungpyo Noh, Jinsool Lee, Hyungjin Kim, Seonguk Kim, 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 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 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 — conf
Experimental Design for Multi-task Deep Learning toward Intelligence Augmented Visual AI.
ICTC
ByungRae Cha, YoonSeok Cha, SeongYeol An, Eunjin Jeon, Sun Park, JongWon Kim
2021 J jnl
Fine-Grained Attention for Weakly Supervised Object Localization.
CoRR
Junghyo Sohn, Eunjin Jeon, Wonsik Jung, Eunsong Kang, Heung-Il Suk
2021 — conf
Fine-grained Temporal Attention Network for EEG-based Seizure Detection.
BCI
Seungwoo Jeong, Eunjin Jeon, Wonjun Ko, Heung-Il Suk
2021 — conf
Inter-regional High-Level Relation Learning from Functional Connectivity via Self-supervision.
MICCAI (2)
Wonsik Jung, Da-Woon Heo, Eunjin Jeon, Jaein Lee, Heung-Il Suk
2021 — conf
Meta-modulation Network for Domain Generalization in Multi-site fMRI Classification.
MICCAI (5)
Jaein Lee, Eunsong Kang, Eunjin Jeon, 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 — conf
Enriched Representation Learning in Resting-State fMRI for Early MCI Diagnosis.
MICCAI (7)
Eunjin Jeon, Eunsong Kang, Jiyeon Lee, Jaein Lee, Tae-Eui Kam, 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 — 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