Kai Yuanqing Xiao

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Transformed Image

Object Recognition

Top Venues

Publications

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
3DB: A Framework for Debugging Computer Vision Models. NeurIPS (2022)
Sung Min Park, Kuo-An Wei, Kai Yuanqing Xiao, Jerry Li, Aleksander Madry
On Distinctive Properties of Universal Perturbations. CoRR (2021)
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
3DB: A Framework for Debugging Computer Vision Models. CoRR (2021)
Kai Yuanqing Xiao, Logan Engstrom, Andrew Ilyas, Aleksander Madry
Noise or Signal: The Role of Image Backgrounds in Object Recognition. ICLR (2021)
Kai Yuanqing Xiao, Logan Engstrom, Andrew Ilyas, Aleksander Madry
Noise or Signal: The Role of Image Backgrounds in Object Recognition. CoRR (2020)
Kai Yuanqing Xiao, Vincent Tjeng, Nur Muhammad (Mahi) Shafiullah, Aleksander Madry
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability. ICLR (Poster) (2019)
Vincent Tjeng, Kai Yuanqing Xiao, Russ Tedrake
Evaluating Robustness of Neural Networks with Mixed Integer Programming. ICLR (Poster) (2019)
Kai Yuanqing Xiao, Vincent Tjeng, Nur Muhammad (Mahi) Shafiullah, Aleksander Madry
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability. CoRR (2018)