Email: cxiao34@wisc.edu
I am Chaowei Xiao, an assistant professor at the University of Wisconsin (Start from Aug, 2023), Madison .
My research aims to study from both model and system perspectives to secure AI systems with the goal of building safe and secure AI systems that can be used in real-world AI systems (e.g., autonomous driving, agents, IoT and healthcare ) with both practical robustness and provable guarantee.
I obtained my Ph.D. from the University of Michigan, Ann Arbor, and my bachelor's degree from Tsinghua University. Before joining UW-Madison, I spent two years at NVIDIA (2020-2022) as a full-time research scientist and a wonderful year at ASU (2022-2023).
Fangzhou Wu, Ning Zhang, Somesh Jha, Patrick McDaniel, Chaowei Xiao.
https://arxiv.org/abs/2402.18649(* represents equal contribution)
Xiaogeng Liu*, Peiran Li*, G. Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao
ICLR 2024Zhengyue Zhao, Xiaogeng Liu, Somesh Jha, Patrick McDaniel, Bo Li, Chaowei Xiao
ICLR 2024Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun
ICLR 2024Adarsh Kumarappan, Mo Tiwari, Peiyang Song, Robert Joseph George, Chaowei Xiao, Anima Anandkumar.
ICLR 2024Xuefeng Du, Chaowei Xiao, Yixuan Li
NeurIPS 2024 (Oral)Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Muhao Chen, Junjie Hu, Yixuan Li, Bo Li, Chaowei Xiao
NeurIPS 2024Yingzi Ma, Yulong Cao, Jiachen Sun, Marco Pavone, Chaowei Xiao
ECCV 2024Guanzhi Wang, Yuqi Xie, Yunfan Jiang, Ajay Mandlekar, Chaowei Xiao, Yuke Zhu, Linxi Fan, Anima Anandkumar
TMLR 2024Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen.
NAACL 2024.Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao.
ICLR 2024.Manli Shu, Jiongxiao Wang, Chen Zhu, Jonas Geiping, Chaowei Xiao*, Tom Goldstein*.
Zhiyuan Yu, Yuhao Wu, Ning Zhang, Chenguang Wang, Yevgeniy Vorobeychik, Chaowei Xiao
Weili Nie, Brandon Guo, Yujia Huang,Chaowei Xiao, Arash Vahdat, Anima Anandkumar.
Chaowei Xiao*, Zhongzhu Chen*, Kun Jin*, Jiongxiao Wang*, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song
Daquan Zhou, Zhiding Yu, Enze Xie,Chaowei Xiao, Anima Anandkumar, Jiashi Feng, Jose M Alvarez.
Haotao Wang,Chaowei Xiao, Jean Kossaifi, Zhiding Yu, Animashree Anandkumar, Zhangyang Wang.
NeurIPS 2021
Yulong Cao*, Ningfei Wang*,Chaowei Xiao*, Dawei Yang*, Jin Fang, RuigangYang, Qi Alfred Chen, Mingyan Liu, Bo Li.
IEEE Symposium on Security and Privacy (Oakland) 2021
Chaowei Xiao*, Jun-Yan Zhu*, Bo Li, Warren He, Mingyan Liu and Dawn Song
In International Conference on Learning Representations (ICLR), 2018 [pdf]
Chaowei Xiao, Bo Li, Jun-Yan Zhu, Warren He, Mingyan Liu and Dawn Song
In International Joint Conference on Artificial Intelligence (IJCAI), 2018. [pdf]
Kevin Eykholt*, Ivan Evtimov*, Earlence Fernandes, Bo Li, Amir Rahmati, Chaowei Xiao, Atul Prakash, Tadayoshi Kohno and Dawn Song
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 [pdf]