Email: xiaocw [at] umich [dot] edu
I am Chaowei Xiao, a research scientist at NVIDIA Research. I received my PhD degree from University of Michigan, Ann Arbor under supervision of Professor Mingyan Liu . I obtained my bachelor's degree in School of Software from Tsinghua University in 2015. I was also a visiting student at UC Berkeley in 2018, advised by Professor Dawn Song and Professor Bo Li.
My research interest includes Trustworhty Machine Learning, Security & Privacy, IoT/CPS.
[3/2021]: One paper got the best paper award at EWSN 2021.
[3/2021]: One paper is accepted to S&P.
[11/2020]: One paper is accepted to NeurIPS’20 .
[06/2020]: One paper is accepted to ECCV’20 .
[12/2019]: One paper is accepted to ICLR’20 .
[08/2019]: Our generated physical adversarial Stop Sign used in our CVPR’18 is on display at Science Museum in London.
[07/2019]: One paper is accepted to ICDM 2019.
[07/2019]: Our paper "AdvIT: Adversarial Frames Identifier Based on Temporal Consistency In Videos" is accepted to ICCV 2019.
[05/2019]: One paper is accepted to CCS 2019.
[05/2019]: One paper is accepted to USENIX Security 2019.
[03/2019]: Our paper "MeshAdv: Adversarial Meshes for Visual Recognition" is accepted to CVPR 2019 as oral presentation.
[03/2019]: We will organize the workshop on Adversarial Machine Learning in Real-World Computer Vision Systems at CVPR 2019. Please submit your papers.
(* represents equal contribution)
Haonan Qiu*, Chaowei Xiao*, Lei Yang*, Xinchen Yan, Honglak Lee, Bo Li.
Huan Zhang*, Hongge Chen*, Chaowei Xiao, Bo Li, Mingyan Liu, Duane Boning, Cho-Jui Hsieh.
NeurIPS 2020 (Spotlight).
Huan Zhang, Hongge Chen, Chaowei Xiao, Sven Gowal, Robert Stanforth, Bo Li, Duane Boning, Cho-Jui Hsieh.
Chaowei Xiao, Ruizhi Deng, Bo Li, Taesung Lee, Jinfeng Yi, Ian Molloy, Mingyan Liu, Dawn Song
In International Conference on Computer Vision (ICCV) 2019.
Chaowei Xiao*, Dawei Yang*, Bo Li, Jia Deng, Mingyan Liu
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019. (Oral presentation) [pdf]
Kin Sum Liu, Chaowie Xiao , Bo Li, Jie Gao
In IEEE International Conference on Data Mining (ICDM) 2019
Liang Tong, Bo Li, Chen Hajaj, Chaowei Xiao, Ning Zhang, Yevgeniy Vorobeychik.
In USENIX Security 2019.
Yulong Cao, Chaowei Xiao, Benjamin Cyr, Yimeng Zhou, Won Park, Sara Rampazzi, Qi Alfred Chen, Kevin Fu, Z. Morely Map
In the 26th ACM Conference on Computer and Communications Security (CCS'19) [pdf]
In International Conference on Learning Representations (ICLR), 2018 [pdf]
In International Joint Conference on Artificial Intelligence (IJCAI), 2018. [pdf]
In USENIX Security Symposium (USENIX Security), 2018 [pdf]
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 [pdf]
In IEEE International Conference on Computer Communications (INFOCOM), 2015
In International Conference on Mobile Computing and Networking (MobiCom), 2014. Best Paper Award