Kai Yuanqing Xiao

According to our database, Kai Yuanqing Xiao authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Probing, Improving, and Verifying Machine Learning Model Robustness

Kai Yuanqing Xiao

PhD thesis, 2022

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

On Distinctive Properties of Universal Perturbations.

Sung Min Park, Kuo-An Wei, Kai Yuanqing Xiao, Jerry Li, Aleksander Madry

CoRR, 2021

Noise or Signal: The Role of Image Backgrounds in Object Recognition.

Kai Yuanqing Xiao, Logan Engstrom, Andrew Ilyas, Aleksander Madry

Proceedings of the 9th International Conference on Learning Representations, 2021

2019

Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability.

Kai Yuanqing Xiao, Vincent Tjeng, Nur Muhammad (Mahi) Shafiullah, Aleksander Madry

Proceedings of the 7th International Conference on Learning Representations, 2019

Evaluating Robustness of Neural Networks with Mixed Integer Programming.

Vincent Tjeng, Kai Yuanqing Xiao, Russ Tedrake

Proceedings of the 7th International Conference on Learning Representations, 2019