Ziqi Xu

Dr. Ziqi Xu

Lecturer, Data Science and Artificial Intelligence

Details

  • Department: School of Computing Technologies
  • Campus: City Campus Australia
  • ziqi.xu@rmit.edu.au

Open to

  • Masters Research or PhD student supervision
  • Collaborative projects

About

I am a Lecturer in Data Science and Artificial Intelligence at the School of Computing and Technologies, RMIT University. Before joining RMIT, I was a CERC Fellow at Data 61Commonwealth Scientific and Industrial Research Organisation (CSIRO). I obtained my Ph.D. from STEM at the University of South Australia. Previously, I obtained my Master’s degree from the School of Computer and Mathematical Sciences at The University of Adelaide. I have a broad interest in Responsible AI, particularly in causal inference, fairness, and explainable AI.

Research fields

  • 4611 Machine learning
  • 461103 Deep learning
  • 490508 Statistical data science

Academic positions

  • CERC Fellow
  • Commonwealth Scientific and Industrial Research Organisation
  • Data61
  • Melbourne, Australia
  • 5 Feb 2024 – 18 Oct 2024

Supervisor projects

  • Integrating E-Scooters with Public Transit: Navigating Competing and Complementary Dynamics
  • 26 Nov 2025
  • Explainable Graph Neural Networks for Identifying Critical Brain Connectivity and Biomarkers in Neuroimaging Data
  • 4 Jul 2025
  • Integrating Symbolic Knowledge into Deep Graph Learning for Robustness and Interpretability
  • 19 Jun 2025
  • Mitigating Hallucinations in Large Language Models through Symbolic Reasoning
  • 1 May 2025
  • Towards a Green and Scalable Consensus Algorithm to Mark the New Generation of Cryptocurrencies
  • 31 Mar 2025
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Acknowledgement of Country

RMIT University acknowledges the people of the Woi wurrung and Boon wurrung language groups of the eastern Kulin Nation on whose unceded lands we conduct the business of the University. RMIT University respectfully acknowledges their Ancestors and Elders, past and present. RMIT also acknowledges the Traditional Custodians and their Ancestors of the lands and waters across Australia where we conduct our business - Artwork 'Sentient' by Hollie Johnson, Gunaikurnai and Monero Ngarigo.

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