PhD Candidate at Queensland University of Technology (QUT), Brisbane, Australia. My research focuses on adversarial robustness of machine learning on tabular data, with broader interests in explainable AI and process analytics.
- Brisbane, Australia
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21:20
(UTC +10:00) - https://zhipe.ng/he
- in/zhipenghe
Highlights
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QUT-Beamer-Theme
QUT-Beamer-Theme PublicLaTeX beamer theme for Queensland University of Technology (QUT)
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Shared-and-Specialised-Attention-based-Interpretable-Models
Shared-and-Specialised-Attention-based-Interpretable-Models PublicBuilding Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms
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MIMIC-IV-event-log-extraction-for-ED
MIMIC-IV-event-log-extraction-for-ED PublicMIMIC-IV Event Log for Emergency Department
HTML 3
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Imperceptibility-of-Tabular-Adversarial-attack
Imperceptibility-of-Tabular-Adversarial-attack PublicCode repo for paper "Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis"
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TabAttackBench
TabAttackBench PublicCode repo for paper "TabAttackBench: A Benchmark for Tabular Data Adversarial Attacks"
Jupyter Notebook 1
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VAE-TabAttack
VAE-TabAttack PublicCode repo for paper "Crafting Imperceptible On-Manifold Adversarial Attacks for Tabular Data"
Jupyter Notebook
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