I am a first-year Ph.D. student at CISPA Helmholtz Center for Information Security, co-supervised by Prof. Michael Backes and Prof.Xiao Zhang. Prior to that, I obtained my bachelor (2018) and master (2021) degrees from University of Science and Technology of China (USTC).

Research Interests

• Security and Privacy of Machine Learning
• Robustness Certification Methods

Publications

• Provably Robust Cost-Sensitive Learning via Randomized Smoothing
  Yuan Xin, Michael Backes, Xiao Zhang. arXiv 23
• Label Incorporated Graph Neural Networks for Text Classification
  Yuan Xin, Linli Xu, Junliang Guo, Jiquan Li, Xin Sheng, Yuanyuan Zhou. In 2020 25th International Conference on Pattern Recognition (ICPR).

What’s New

• [November 2022] QE passed
• [March 2022] I joined CISPA to start my Ph.D.