Hyeon-Ju Jeon

Research Scientist at Korea Institute of Atmospheric Prediction Systems (KIAPS)

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Hyeon-Ju Jeon has been a research scientist at the Korea Institute of Atmospheric Prediction Systems (KIAPS) since October 2021. She received her M.Eng. degree in Computer Engineering from Chung-Ang University in 2021. She has published 12 scientific papers in international journals and conferences (such as Ultrasonics, Scientific Reports, Journal of Informatics, AAAI, and CIKM). Her research topics are high-resolution and irregular real-world data analysis based on graph neural networks and unsupervised/self-supervised representation learning.

News

Feb 16, 2024 A paper has been published at IEEE Sensors Journal.
Jan 1, 2024 A paper has been published at Ultrasonics (JCR Top 15%).
Dec 11, 2023 A paper got accepted at XAI4Sci @AAAI 2024.
Dec 31, 2022 I received Best Researcher Award from KIAPS.

Selected Publications

  1. AAAIw
    Explainable Graph Neural Networks for Observation Impact Analysis in Atmospheric State Estimation
    Hyeon-Ju Jeon, Jeon-Ho Kang, In-Hyuk Kwon, and O-Joun Lee
    Feb 2024
  2. IEEE Sensors
    Quantification of dysnatremia using single-beam acoustic microbeam and convolutional neural networks
    Ji Won Nam*, Hyeon-Ju Jeon*, Jeong Eun Lee, O-Joun Lee, and Hae Gyun Lim
    IEEE Sensors Journal Feb 2024
  3. Ultrasonics
    Diagnosis of diabetes mellitus using high frequency ultrasound and convolutional neural network
    Jeong Eun Lee*, Hyeon-Ju Jeon*, O-Joun Lee, and Hae Gyun Lim
    Ultrasonics Feb 2024
  4. Sci.Rep.
    Automated cell-type classification combining dilated convolutional neural networks with label-free acoustic sensing
    Hyeon-Ju Jeon, Hae Gyun Lim, K. Kirk Shung, O-Joun Lee, and Min Gon Kim
    Scientific Reports Feb 2022
  5. Sensors
    Day-Ahead Hourly Solar Irradiance Forecasting Based on Multi-Attributed Spatio-Temporal Graph Convolutional Network
    Hyeon-Ju Jeon, Min-Woo Choi, and O-Joun Lee
    Sensors Feb 2022
  6. J.Inform.
    Learning multi-resolution representations of research patterns in bibliographic networks
    O-Joun Lee, Hyeon-Ju Jeon, and Jason J. Jung
    J. Informetrics Feb 2021
  7. CIKMw
    Is Performance of Scholars Correlated to Their Research Collaboration Patterns?
    Hyeon-Ju Jeon, O-Joun Lee, and Jason J. Jung
    Frontiers Big Data Feb 2019