Yuxuan Wan – Publications

Conference and Journal Publications

• Transferable Unlearnable Examples [pdf]
  Jie Ren, Han Xu, Yuxuan Wan, Xingjun Ma, Lichao Sun, Jiliang Tang
  International Conference on Learning Representations (ICLR), 2023.

Preprints

• Probabilistic Categorical Adversarial Attack & Adversarial Training [pdf]
  Pengfei He, Han Xu, Jie Ren, Yuxuan Wan, Zitao Liu, Jiliang Tang
  ArXiv:2210.09364, 2022

• Towards Fair Classification against Poisoning Attacks [pdf]
  Han Xu, Xiaorui Liu, Yuxuan Wan, Jiliang Tang
  ArXiv: 2210.09503, 2022

• Defense Against Gradient Leakage Attacks via Learning to Obscure Data [pdf]
  Yuxuan Wan, Han Xu, Xiaorui Liu, Jie Ren, Wenqi Fan, Jiliang Tang
  ArXiv: 2206.00769, 2022.

Tutorials

• Towards Adversarial Learning: From Evasion Attacks to Poisoning Attacks [website]
  Wentao Wang, Han Xu, Yuxuan Wan, Jie Ren, Jiliang Tang
  In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), 2022.