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Kai Yuanqing Xiao
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Books and Theses
- 2022
- [b1]Kai Yuanqing Xiao:
Probing, Improving, and Verifying Machine Learning Model Robustness. MIT, USA, 2022
Conference and Workshop Papers
- 2022
- [c4]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 - 2021
- [c3]Kai Yuanqing Xiao, Logan Engstrom, Andrew Ilyas, Aleksander Madry:
Noise or Signal: The Role of Image Backgrounds in Object Recognition. ICLR 2021 - 2019
- [c2]Vincent Tjeng, Kai Yuanqing Xiao, Russ Tedrake:
Evaluating Robustness of Neural Networks with Mixed Integer Programming. ICLR (Poster) 2019 - [c1]Kai Yuanqing Xiao, Vincent Tjeng, Nur Muhammad (Mahi) Shafiullah, Aleksander Madry:
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability. ICLR (Poster) 2019
Informal and Other Publications
- 2021
- [i4]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 abs/2106.03805 (2021) - [i3]Sung Min Park, Kuo-An Wei, Kai Yuanqing Xiao, Jerry Li, Aleksander Madry:
On Distinctive Properties of Universal Perturbations. CoRR abs/2112.15329 (2021) - 2020
- [i2]Kai Yuanqing Xiao, Logan Engstrom, Andrew Ilyas, Aleksander Madry:
Noise or Signal: The Role of Image Backgrounds in Object Recognition. CoRR abs/2006.09994 (2020) - 2018
- [i1]Kai Yuanqing Xiao, Vincent Tjeng, Nur Muhammad (Mahi) Shafiullah, Aleksander Madry:
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability. CoRR abs/1809.03008 (2018)
Coauthor Index
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