Publications

Check out my Google Scholar page here.

Conference Papers

  1. Xuezhou Zhang, Xiaojin Zhu. Online Data Poisoning Attack. arXiv Pre-print, 2019.
    [paper | poster]

  2. Xuezhou Zhang, Sarah Tan, Paul Koch, Urszula Chajewska, and Rich Caruana. Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models. In the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Research Track, 2019. Oral Presentation.
    [paper]

  3. Laurent Lessard, Xuezhou Zhang and Xiaojin Zhu. An Optimal Control Approach to Sequential Machine Teaching. In The 22nd International Conference on Artificial Intelligence and Statistics (AISTATS), 2019.
    [paper]

  4. Xuezhou Zhang, Xiaojin Zhu and Stephen Wright. Training Set Debugging using Trusted Items. In The 32nd AAAI Conference on Artificial Intelligence (AAAI), 2018. Oral Presentation.
    [paper | slides | code]

  5. Yuzhe Ma, Robert D Nowak, Philippe Rigollet, Xuezhou Zhang and Xiaojin Zhu. Teacher Improves Learning by Selecting a Training Subset. In The 21st International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.
    [paper | code]

  6. Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma and Xiaojin Zhu. Training set camouflage. In Conference on Decision and Game Theory for Security (GameSec), 2018. Oral Presentation.
    [paper]

  7. Xuezhou Zhang, Hrag Gorune Ohannessian, Ayon Sen, Scott Alfeld and Xiaojin Zhu. Optimal Teaching for Online Perceptrons. In NIPS 2016 workshop on Constructive Machine Learning (CML), 2016.
    [paper | poster | slides]