Xiu-Chuan Li 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 github

Biography

I am a first-year 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

Publications

• Causal Structure Recovery with Latent Variables under Milder Distributional and Graphical Assumptions
  Xiu-Chuan Li, Kun Zhang, Tongliang Liu
  ICLR 2024
  

• Dynamics-Aware Loss for Learning with Label Noise
  Xiu-Chuan Li, Xiaobo Xia, Fei Zhu, Tongliang Liu, Xu-Yao Zhang, Cheng-Lin Liu
  PR 2023
  

• Decision-based Adversarial Attack with Frequency Mixup
  Xiu-Chuan Li, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu
  IEEE T-IFS 2022
  

• F-mixup: Attack CNNs From Fourier Perspective
  Xiu-Chuan Li, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu
  ICPR 2020
  

Honors and Awards

• Outstanding Graduate of Beihang University, 2020.

• Chinese National Scholarship, 2018.

© Xiu-Chuan Li | Last update: Mar. 2024