Evaluating Robustness of Neural Networks with Mixed Integer Programming. - Vincent Tjeng; Kai Yuanqing Xiao; Russ Tedrake (ICLR (Poster), 2019)

Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability. - Kai Yuanqing Xiao; Vincent Tjeng; Nur Muhammad (Mahi) Shafiullah; Aleksander Madry (ICLR (Poster), 2019)

Noise or Signal: The Role of Image Backgrounds in Object Recognition. - Kai Yuanqing Xiao; Logan Engstrom; Andrew Ilyas; Aleksander Madry (ICLR, 2021)

On Distinctive Properties of Universal Perturbations. - Sung Min Park; Kuo-An Wei; Kai Yuanqing Xiao; Jerry Li 001; Aleksander Madry (CoRR, 2021)

3DB: A Framework for Debugging Computer Vision Models. - Guillaume Leclerc; Hadi Salman; Andrew Ilyas; Sai Vemprala; Logan Engstrom; Vibhav Vineet; Kai Yuanqing Xiao; Pengchuan Zhang; Shibani Santurkar; Greg Yang; Ashish Kapoor; Aleksander Madry (NeurIPS, 2022)

Probing, Improving, and Verifying Machine Learning Model Robustness - Kai Yuanqing Xiao (2022)