Aoqi ZuoPh.D. Student
UoM Causal Learning & Reasoning Group
Address: 206 Old Geology Building South, Parkville, VIC, Australia |
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I am a Ph.D. student at the School of Mathematics and Statistics, the University of Melbourne (UoM). I received my B.E. degree in Computer Science and Technology from Sichuan University in 2018 and M.S. degree in Data Science from University of Melbourne in 2020. My research mainly focuses on causal inference and its applications to fair and trustworthy machine learning.
Ph.D. student, 2021.02 - 2024.12 (expected) The University of Melbourne, Australia, advised by Dr. Mingming Gong and Dr. Susan Wei
M.S. Data science, 2019.02 - 2020.12 The University of Melbourne, Australia
B.E. Computer science and technology, 2014.09 - 2018.07 Sichuan University, Chengdu, China
Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach
A. Zuo, Y. Li, S. Wei, M. Gong
International Conference on Learning Representations (ICLR 2024).
Counterfactual Fairness with Partially Known Causal Graph
A. Zuo, S. Wei, T. Liu, B. Han, K. Zhang, M. Gong
Neural Information Processing Systems (NeurIPS 2022).
Melbourne Research Scholarship, 2021-2024.
NeurIPS 2022 Scholar Award, 2022.
Dean's Honours List - Faculty of Science, 2021.
Attended the course: Business Analysis in the era of Big Data, 2017.07 - 2017.08 National University of Singapore
Institute for Mathematical Statistics – Asia-Pacific Rim Meeting (IMS-APRM), The University of Melbourne, 2024.01
Frontier and Innovation: International Conference for PhD Students, Renmin University of China, 2023,07
Conference and Journal Reviewer: NeurIPS, ICML, ICLR, UAI, TMLR, IEEE TNNLS, ECAI, ACML, NUENET, ICPR etc.
MAST90083 - Computational Statistics & Data Science.
© Aoqi Zuo | Last update: Jan. 2024 |