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Zhipeng He ZhipengHe

PhD Student at Queensland University of Technology

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Eager to contribute to team success through data-driven research, attention to detail, and excellent organisational skills. Strong foundation in Data Science and Process Science. Self-motivated and reliable PhD student with a focus on adversarial robustness in tabular deep learning models and time-series forecasting.

  • 👋 G’day, I’m @ZhipengHe — you can call me "Zippo."
  • 👀 I’m passionate about Process Mining, AI, and robust machine learning.
  • 🌱 I’m currently stduying in QUT (Queensland University of Technology).
  • âš¡ My research explores Predictive Process Analytics (PPA), Deep Learning (DL), adversarial attacks on tabular data, and time-series forecasting.

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  1. LaTeX beamer theme for Queensland University of Technology (QUT)

    TeX 2 1

  2. Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms

    Jupyter Notebook 5 2

  3. MIMIC-IV Event Log for Emergency Department

    HTML 3

  4. Code repo for paper "Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis"

    Jupyter Notebook 2 2

  5. Code repo for paper "TabAttackBench: A Benchmark for Tabular Data Adversarial Attacks"

    Jupyter Notebook 1

  6. Code repo for paper "Crafting Imperceptible On-Manifold Adversarial Attacks for Tabular Data"

    Jupyter Notebook