Seungwoo Jeong

According to our database, Seungwoo Jeong authored at least 23 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deep Geometric Learning With Monotonicity Constraints for Alzheimer's Disease Progression.

Seungwoo Jeong, Wonsik Jung, Junghyo Sohn, Heung-Il Suk

IEEE Trans. Neural Networks Learn. Syst., April, 2025

A lightweight YOLOv8-based model for gastric cancer detection.

Seungwoo Jeong, Shabir Ahmad, Jae-Seoung Kim, Taeg Keun Whangbo

Comput. Biol. Medicine, 2025

Energy-Guided Topology Mamba for EEG-Based BCI.

Seungwoo Jeong, Jaehyun Jeon, Heung-Il Suk

Proceedings of the 13th International Conference on Brain-Computer Interface, 2025

2024

Medical Transformer: Universal Encoder for 3-D Brain MRI Analysis.

Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk

IEEE Trans. Neural Networks Learn. Syst., December, 2024

EEG-Oriented Self-Supervised Learning With Triple Information Pathways Network.

Wonjun Ko, Seungwoo Jeong, Sa-Kwang Song, Heung-Il Suk

IEEE Trans. Cybern., November, 2024

Differentiable Moving Horizon Estimation for Vehicle Kinematics via Learning Covariance Matrices.

Seungwoo Jeong, Jongeun Choi

IEEE Trans. Intell. Veh., September, 2024

Deep Efficient Continuous Manifold Learning for Time Series Modeling.

Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Unveiling Diagnostic Potential: EEG Microstate Representation Model for Alzheimer's Disease and Frontotemporal Dementia.

Jungye Kim, Seungwoo Jeong, Jaehyun Jeon, Heung-Il Suk

Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

Enhancing EEG Domain Generalization via Weighted Contrastive Learning.

Sangmin Jo, Seungwoo Jeong, Jaehyun Jeon, Heung-Il Suk

Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

2023

Channel-Aware Self-Supervised Learning for EEG-based BCI.

Sangmin Jo, Jaehyun Jeon, Seungwoo Jeong, Heung-Il Suk

Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023

Learning-based Sleep Quality Evaluation.

Seungwoo Jeong, Eunjin Jeon, Seungpyo Noh, Jinsool Lee, Hyungjin Kim, Seonguk Kim, Heung-Il Suk

Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023

2022

Layered Cost-Map-Based Traffic Management for Multiple Automated Mobile Robots via a Data Distribution Service.

Seungwoo Jeong, Taekwon Ga, Inhwan Jeong, Jongkyu Oh, Jongeun Choi

CoRR, 2022

Behavior Tree-Based Asynchronous Task Planning for Multiple Mobile Robots using a Data Distribution Service.

Seungwoo Jeong, Taekwon Ga, Inhwan Jeong, Jongeun Choi

CoRR, 2022

Deep Geometrical Learning for Alzheimer's Disease Progression Modeling.

Seungwoo Jeong, Wonsik Jung, Junghyo Sohn, Heung-Il Suk

Proceedings of the IEEE International Conference on Data Mining, 2022

Continuous Riemannian Geometric Learning for Sleep Staging Classification.

Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk

Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

Behavior Tree-Based Task Planning for Multiple Mobile Robots using a Data Distribution Service.

Seungwoo Jeong, Taekwon Ga, Inhwan Jeong, Jongeun Choi

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022

2021

Efficient Continuous Manifold Learning for Time Series Modeling.

Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk

CoRR, 2021

Medical Transformer: Universal Brain Encoder for 3D MRI Analysis.

Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk

CoRR, 2021

Multi-Scale Neural Network for EEG Representation Learning in BCI.

Wonjun Ko, Eunjin Jeon, Seungwoo Jeong, Heung-Il Suk

IEEE Comput. Intell. Mag., 2021

Fine-grained Temporal Attention Network for EEG-based Seizure Detection.

Seungwoo Jeong, Eunjin Jeon, Wonjun Ko, Heung-Il Suk

Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

2014

Oscillation reduction scheme for wearable robots employing linear actuators and sensors.

Junghoon Choo, Dong-Hyun Jeong, Seungwoo Jeong, Gilwhoan Chu, Jong Hyeon Park

Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

The experiments of wearable robot for carrying heavy-weight objects of shipbuilding works.

Gilwhoan Chu, Jincheol Hong, Dong-Hyun Jeong, Dongsu Kim, Sooho Kim, Seungwoo Jeong, Junghoon Choo

Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

Attaching sub-links on linear actuators of wearable robots for payload increase.

Dong-Hyun Jeong, Junghoon Choo, Seungwoo Jeong, Gilwhoan Chu

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2014