Yuhao Wu Ph.D. Student Sydney AI Centre School of Computer Science The University of Sydney Address: J12/ 1 Cleveland St, Darlington, NSW 2008, Australia Email: yuwu4884@uni.sydney.edu.au

Biography

Hi, I'm Yuhao Wu! Currently a PhD student at the University of Sydney, where I am fortunately advised by Prof. Tongliang Liu. Before I embark on my PhD journay, I received my Master degree in Data Science from the same institution.

I have a broad research interests in Trustworthy AI, including machine learning robustness, fairness and privacy issues, as well as the related problems in real-world applications, such as images, graph data and text data. Besides, I have a growing research interest in studying the trustworthy problems about AI foundation models, including Large Language Models (LLMs) and Diffusion Models (DMs).

Education

• PhD in Computer Science, 2022.01 - 2025.06 (expected)
  The University of Sydney, advised by Prof. Tongliang Liu

• Master in Data Science, 2020.07 - 2021.10
  The University of Sydney

Publications

• Mitigating Label Noise on Graph via Topological Sample Selection
  Yuhao Wu, Jiangchao Yao, Xiaobo Xia, Jun Yu, Ruxin Wang, Bo Han and Tongliang Liu
  In International Conference on Machine Learning (ICML 2024)
  

• Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning
  Yuhao Wu, Jiangchao Yao, Bo Han, Lina Yao, Tongliang Liu
  In International Conference on Machine Learning (ICML 2024)
  

Preprints

• Making Binary Classification from Multiple Unlabeled Datasets Almost Free of Supervision
  Yuhao Wu, Xiaobo Xia, Jun Yu, Bo Han, Gang Niu, Masashi Sugiyama, Tongliang Liu
  
  

Awards

• Postgraduate Research Supplementary Scholarship in Computer Science, the University of Sydney, 2023.

• Faculty of Engineering Research Scholarship, the University of Sydney, 2022-2025.

• University of Sydney International Sydney Tuition Fee Scholarship, the University of Sydney, 2022-2025.

© Yuhao Wu | Last update: Feb. 2024