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yongkyung-oh/README.md

Hi there 👋

Dr. YongKyung Oh serves as a postdoctoral researcher at the University of California, Los Angeles (UCLA) Health - David Geffen School of Medicine. He contributes as a member of the UCLA Medical & Imaging Informatics (MII) group, under the leadership of Dr. Alex Bui. Prior to joining UCLA MII, he held a postdoctoral researcher position at the Industry Intelligentization Institute at the Ulsan National Institute of Science and Technology (UNIST).

Look around my previous works: portfolio website.

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  1. yongkyung-oh.github.io yongkyung-oh.github.io Public

    Portfolio website

    HTML 2

  2. Stable-Neural-SDEs Stable-Neural-SDEs Public

    [ICLR2024] Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data

    Jupyter Notebook 26 4

  3. DualDynamics DualDynamics Public

    [AAAI2025] DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis

    Python

  4. Multichannel-CNN Multichannel-CNN Public

    Multichannel-CNN for multivariate sequence data analysis. Proposed model is designed for gas mixture classification with multiple sensor responses.

    Jupyter Notebook 7 2

  5. Bayesian_Bootstrap_for_AIS Bayesian_Bootstrap_for_AIS Public

    Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics

    Jupyter Notebook 4

  6. CMU-Studio-Project CMU-Studio-Project Public

    Chatbot implementation using Parl AI platform and fine-tuned BST model

    Python 1 3