Yuanyuan Wang (王媛媛)Ph.D. Student
Machine Learning and Reasoning (MLR) Group
Address: 206 Old Geology Building South, Parkville, VIC, Australia
|
![]() |
I’m a final-year Ph.D. candidate in the School of Mathematics and Statistics at the University of Melbourne, where I also completed my Master’s in Data Science. I’m incredibly fortunate to be advised by a fantastic team: Mingming Gong (principal supervisor), Wei Huang , Xi Geng, and Biwei Huang.
I’m passionate about understanding and reasoning about dynamical systems through the lens of causality—particularly those governed by ODEs and SDEs. Lately, I’ve been fascinated by causal representation learning and diffusion-based generative models.
Feel free to reach out if you’d like to chat or collaborate!
Identifiability Analysis of Linear ODE Systems with Hidden Confounders
Y. Wang, B. Huang, W. Huang, X. Geng, M. Gong
NeurIPS 2024
Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations
Y. Wang, W. Huang, M. Gong, X. Geng, T. Liu, K. Zhang, D. Tao
JMLR 2024
Generator Identification for Linear SDEs with Additive and Multiplicative Noise
Y. Wang, X. Geng, W. Huang, B. Huang, M. Gong
NeurIPS 2023
Research Training Program Scholarship, the University of Melbourne, 2021-2025
Dean's Honours List - Faculty of Science, the University of Melbourne, 2021
Conference and Journal Reviewer: NeurIPS, ICML, ICLR, UAI, AJCAI, TMLR etc.
MAST90072 - Data and Decision Making, the University of Melbourne
© Yuanyuan Wang | Last update: May. 2025 |