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Achievements

Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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drumpt/README.md

Biography

I am an incoming Ph.D. student in the Department of Computer Science at the University of Wisconsin–Madison. For more information, please visit my homepage, and feel free to reach out!

Research Interests

  • Trustworthy Machine Learning
  • Deep Generative Models
  • Machine Learning Theory

Education

University of Wisconsin–Madison, Madison, WI, USA

  • Ph.D. in Computer Science, Sept. 2026 – Present

Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea

  • M.S. in Artificial Intelligence, Feb. 2022 – Feb. 2024
  • B.S. in Computer Science and Mathematics, Feb. 2017 – Feb. 2022

Employment

UBC Computer Vision Lab, Vancouver, BC, Canada (Remote)

  • External Collaborator, Jul. 2025 – May 2026

AITRICS, Seoul, Korea

  • Researcher, Nov. 2023 – May 2026

KAIST Machine Learning and Intelligence Lab, Daejeon, Korea

  • Graduate Research Assistant, Feb. 2022 – Feb. 2024
  • Undergraduate Research Assistant, Jun. 2021 – Feb. 2022

KAIST Vehicular Intelligence Lab, Daejeon, Korea

  • Undergraduate Research Assistant, Oct. 2019 – Aug. 2020

Netmarble, Seoul, Korea

  • Data Engineer, Jun. 2019 – Aug. 2019

Contact

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  1. AdapTable AdapTable Public

    Official implementation of AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler (NeurIPSW-TRL 2024)

    Jupyter Notebook 5 2

  2. shimazing/CloudFixer shimazing/CloudFixer Public

    Official repository of **CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation, ECCV'24**

    Python 13 1

  3. SGEM SGEM Public

    Official PyTorch implementation of SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization (INTERSPEECH 2023 Oral Presentation)

    Python 38 3

  4. TIMING TIMING Public

    Official PyTorch implementation of TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation (ICML 2025 Spotlight)

    Python 18 5

  5. DeltaSHAP DeltaSHAP Public

    Official Implementation of DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values (ICMLW-AIW 2025)

    Python 2

  6. Delta-XAI Delta-XAI Public

    Forked from AITRICS/Delta-XAI

    [ICLR 2026] Official implementation of Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring

    Python 2