Seungwoo Jeong

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Quality Evaluation

Data Distribution

Manifold Learning

Top Venues

IEEE Comput. Intell. Mag.

Publications

Jungye Kim, Seungwoo Jeong, Jaehyun Jeon, Heung-Il Suk
Unveiling Diagnostic Potential: EEG Microstate Representation Model for Alzheimer's Disease and Frontotemporal Dementia. BCI (2024)
Sangmin Jo, Seungwoo Jeong, Jaehyun Jeon, Heung-Il Suk
Enhancing EEG Domain Generalization via Weighted Contrastive Learning. BCI (2024)
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)
Seungwoo Jeong, Eunjin Jeon, Seungpyo Noh, Jinsool Lee, Hyungjin Kim, Seonguk Kim, Heung-Il Suk
Learning-based Sleep Quality Evaluation. BCI (2023)
Seungwoo Jeong, Wonsik Jung, Junghyo Sohn, Heung-Il Suk
Deep Geometric Learning with Monotonicity Constraints for Alzheimer's Disease Progression. CoRR (2023)
Sangmin Jo, Jaehyun Jeon, Seungwoo Jeong, Heung-Il Suk
Channel-Aware Self-Supervised Learning for EEG-based BCI. BCI (2023)
Seungwoo Jeong, Taekwon Ga, Inhwan Jeong, Jongkyu Oh, Jongeun Choi
Layered Cost-Map-Based Traffic Management for Multiple Automated Mobile Robots via a Data Distribution Service. CoRR (2022)
Seungwoo Jeong, Wonsik Jung, Junghyo Sohn, Heung-Il Suk
Deep Geometrical Learning for Alzheimer's Disease Progression Modeling. ICDM (2022)
Seungwoo Jeong, Taekwon Ga, Inhwan Jeong, Jongeun Choi
Behavior Tree-Based Asynchronous Task Planning for Multiple Mobile Robots using a Data Distribution Service. CoRR (2022)
Seungwoo Jeong, Wonjun Ko, Ahmad Wisnu Mulyadi, Heung-Il Suk
Continuous Riemannian Geometric Learning for Sleep Staging Classification. BCI (2022)
Seungwoo Jeong, Taekwon Ga, Inhwan Jeong, Jongeun Choi
Behavior Tree-Based Task Planning for Multiple Mobile Robots using a Data Distribution Service. AIM (2022)
Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk
Medical Transformer: Universal Brain Encoder for 3D MRI Analysis. CoRR (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)
Seungwoo Jeong, Eunjin Jeon, Wonjun Ko, Heung-Il Suk
Fine-grained Temporal Attention Network for EEG-based Seizure Detection. BCI (2021)
Wonjun Ko, Eunjin Jeon, Seungwoo Jeong, Heung-Il Suk
Multi-Scale Neural network for EEG Representation Learning in BCI. CoRR (2020)
Junghoon Choo, Dong-Hyun Jeong, Seungwoo Jeong, Gilwhoan Chu, Jong Hyeon Park
Oscillation reduction scheme for wearable robots employing linear actuators and sensors. IROS (2014)
Dong-Hyun Jeong, Junghoon Choo, Seungwoo Jeong, Gilwhoan Chu
Attaching sub-links on linear actuators of wearable robots for payload increase. AIM (2014)
Gilwhoan Chu, Jincheol Hong, Dong-Hyun Jeong, Dongsu Kim, Sooho Kim, Seungwoo Jeong, Junghoon Choo
The experiments of wearable robot for carrying heavy-weight objects of shipbuilding works. CASE (2014)