Hongyao Yu is a Master student in Computer Science at Tsinghua University, under the mentorship of Prof. Shu-Tao Xia. He works closely with Prof. Bin Chen. Before that, He completed undergraduate studies in Computer Science and Technology at Harbin Institute of Technology, Shenzhen. He has published articles on model inversion attacks and training data detection. His research interests generally include trustworthy AI, machine learning and data privacy. He has also served as a reviewer for top-tier conferences, such as ICLR 2025.

My research interests focus on:

  • Trustworthy AI
  • Machine Learning
  • Data Privacy

πŸ“§ Concat

email: chrisqcwx@gmail.com

πŸ“ Publications

Notes:(*οΌ‰indicates the equal contributions.

ACM MM, 2025
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ICAS: Detecting Training Data from Autoregressive Image Generative Models

Hongyao Yu, Yixiang Qiu, Yiheng Yang, Hao Fang, Tianqu Zhuang, Jiaxin Hong, Bin Chen, Hao Wu, and Shu-Tao Xia

Paper Code Stars

ICLR, 2025
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Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks

Tianqu Zhuang*, Hongyao Yu*, Yixiang Qiu*, Hao Fang*, Bin Chen, Shu-Tao Xia

Paper Code Stars

ECCV, 2024 (oral)
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A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks

Yixiang Qiu*, Hao Fang*, Hongyao Yu*, Bin Chen, MeiKang Qiu, Shu-Tao Xia

Paper Code Stars

πŸ“– Educations

  • 2025.09 - 2028.07 (expected), MSc in Computer Science, Tsinghua University
  • 2021.09 - 2025.06, Bachelor in Computer Science and Technology, Harbin Institute of Technology, Shenzhen

πŸ† Awards

  • Chinese National Scholarship for Undergraduate Students Γ— 2 (2022, 2024)
  • Top Ten Academic Excellence Stars of Harbin Institute of Technology (2024)
  • First class scholarship Γ— 3 (2022, 2023, 2024)
  • National Second Prize in the China Undergraduate Mathematical Contest in Modeling (2023)
  • National Third Prize in the National Student Computer System Capability Challenge (NSCSCC) (2023)
  • Provincial First Prize in the China Undergraduate Mathematical Contest in Modeling (2022)

πŸ“ Services

  • Reviewer for ICLR 2025.