Xiu-Chuan Li (李修川)

Ph.D. Student

Sydney AI Centre
School of Computer Science
The University of Sydney

Address: J12/ 1 Cleveland St, Darlington, NSW 2008, Australia
Email: xili0273 AT uni DOT sydney DOT edu DOT au; lixiuchuan20 AT mails DOT ucas DOT ac DOT cn

Biography

I am a Ph.D. student at the School of Computer Science, The University of Sydney (USYD). I received the master's degree from Institute of Automation, Chinese Academy of Science in 2023. I received the bachelor's degree from School of Automation Science and Electrical Engineering, Beihang University in 2020. My research focuses on causal discovery and trustworthy machine learning.

Education Background

PhD student, 2024.03 - 2027.09 (expected)
School of Computer Science, University of Sydney, Australia, advised by Prof. Tongliang Liu
M.Eng., 2020.09 - 2023.06
Institute of Automation, Chinese Academy of Science, China, advised by Prof. Xu-Yao Zhang and Prof. Cheng-Lin Liu
B.Eng., 2016.09 - 2020.06
School of Automation Science and Electrical Engineering, Beihang University, China

Selected Publications

Recovery of Causal Graph Involving Latent Variables via Homologous Surrogates[paper][code]
Xiu-Chuan Li, Jun Wang, Tongliang Liu
ICLR 2025
Efficient and Trustworthy Causal Discovery with Latent Variables and Complex Relations[paper][code]
Xiu-Chuan Li, Tongliang Liu
ICLR 2025
Causal Structure Recovery with Latent Variables under Milder Distributional and Graphical Assumptions[paper][code]
Xiu-Chuan Li, Kun Zhang, Tongliang Liu
ICLR 2024
Dynamics-Aware Loss for Learning with Label Noise[paper][code]
Xiu-Chuan Li, Xiaobo Xia, Fei Zhu, Tongliang Liu, Xu-Yao Zhang, Cheng-Lin Liu
PR 2023
Decision-based Adversarial Attack with Frequency Mixup[paper][code]
Xiu-Chuan Li, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu
IEEE T-IFS 2022

Academic Services

Conference Reviewer: ICLR, ICML, NeurIPS, UAI, AISTATS
Journal Reviewer: IEEE T-IFS, TMLR