Eunji Jun

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Stochastic Nature

Disease Progression

Visual Learning

Top Venues

IEEE Trans. Cybern.

IEEE J. Biomed. Health Informatics

Publications

Sanghun Kim, Eunji Jun
A stochastic Fokker-Planck-Master model for diatomic rarefied gas flows. J. Comput. Phys. 506 (2024)
Sanghun Kim, Woonghwi Park, Eunji Jun
A second-order particle Fokker-Planck model for rarefied gas flows. Comput. Phys. Commun. 304 (2024)
Changhwa Park, Junho Yim, Eunji Jun
Mutual Learning for Long-Tailed Recognition. WACV (2023)
Yurim Lee, Eunji Jun, Jaehun Choi, Heung-Il Suk
Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series. IEEE Trans. Cybern. 52 (9) (2022)
Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk
Medical Transformer: Universal Brain Encoder for 3D MRI Analysis. CoRR (2021)
Wonsik Jung, Eunji Jun, Heung-Il Suk, Alzheimer's Disease Neuroimaging Initiative
Deep recurrent model for individualized prediction of Alzheimer's disease progression. NeuroImage 237 (2021)
Yurim Lee, Eunji Jun, Heung-Il Suk
Multi-view Integration Learning for Irregularly-sampled Clinical Time Series. CoRR (2021)
Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi, Heung-Il Suk
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction. CoRR (2020)
Wonsik Jung, Eunji Jun, Heung-Il Suk
Deep Recurrent Disease Progression Model for Conversion-Time Prediction of Alzheimer's Disease. CoRR (2020)
Ahmad Wisnu Mulyadi, Eunji Jun, Heung-Il Suk
Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series. CoRR (2020)
Eunji Jun, Ahmad Wisnu Mulyadi, Heung-Il Suk
Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality Prediction. IJCNN (2019)
Eunji Jun, Eunsong Kang, Jaehun Choi, Heung-Il Suk
Modeling regional dynamics in low-frequency fluctuation and its application to Autism spectrum disorder diagnosis. NeuroImage 184 (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)
Eunji Jun, Heung-Il Suk
Region-Wise Stochastic Pattern Modeling for Autism Spectrum Disorder Identification and Temporal Dynamics Analysis. CNI@MICCAI (2017)