ziqi.xu@mymail.unisa.edu.au
I am a final year PhD candidate at the University of South Australia, majoring in Machine Learning. My PhD research is focused on fairness in machine learning, causal inference with deep learning models, and applications of causality. I also hold a Master’s degree in Computing and Innovation from the University of Adelaide and a Bachelor’s degree in Engineering from Liaoning Petrochemical University.
About me
I am a final year PhD candidate at the University of South Australia, majoring in Machine Learning. My PhD research is focused on fairness in machine learning, causal inference with deep learning models, and applications of causality. I also hold a Master’s degree in Computing and Innovation from the University of Adelaide and a Bachelor’s degree in Engineering from Liaoning Petrochemical University.
About me
Master of Computing and Innovation University of Adelaide
Bachelor of Engineering Liaoning Shihua University
AAAI Student Scholarships, 2022, Association for the Advancement of Artificial Intelligence.
University President's Scholarships (UPS), 2021, University of South Australia.
Global Citizens Scholarship, 2020, University of Adelaide.
Recipient of PEP Class Award, 2019, University of Adelaide.
Guangdong - Hong Kong - Macao Scholarship, 2017, Liaoning Petrochemical University.
China National Petroleum Corporation (CNPC) Scholarship, 2015, CNPC.
Research
Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID
Open access indicates that an output is open access.
Year | Output |
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2023 |
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2023 |
Open access
2
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2023 |
Open access
1
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2023 |
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Year | Output |
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2023 |
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2023 |
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Year | Output |
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2024 |
Open access
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2023 |
Open access
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2023 |
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2023 |
Open access
2
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2023 |
Open access
1
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Xu, T., Zhang, Y., Li, J., Liu, L., Xu, Z., Cheng, D., & Feng, Z. (2023). A Data-Driven Approach to Finding K for K Nearest Neighbour Matching in Average Causal Effect Estimation. In International Conference on Web Information Systems Engineering (WISE). Accepted. (Core B Conference) [Causal inference, Fairness assessment]
Xu, Zh.*, Xu, Z.* (Equal contribution), Liu, J., Cheng, D., Li, J., Liu, L., & Wang, K. (2022). Assessing Classifier Fairness with Collider Bias. In Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) (pp. 262-276). (Core A Conference) [Fair assessment, Collider bias] [Link: https://doi.org/10.1007/978-3-031-05936-0_21]
Research
AAAI Student Scholarships, 2022, Association for the Advancement of Artificial Intelligence.
University President's Scholarships (UPS), 2021, University of South Australia.
Global Citizens Scholarship, 2020, University of Adelaide.
Recipient of PEP Class Award, 2019, University of Adelaide.
Guangdong - Hong Kong - Macao Scholarship, 2017, Liaoning Petrochemical University.
China National Petroleum Corporation (CNPC) Scholarship, 2015, CNPC.
External engagement & recognition
Organisation | Country |
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Huazhong Agricultural University | CHINA |
Simon Fraser University | CANADA |
University of South Australia | AUSTRALIA |
Teaching & student supervision