Biography
I am a fifth year Ph.D student of Electrical and Computer Engineering at Purdue University supervised by Dr. David I. Inouye. I have worked in Baidu for three years after completion my bachelor’s degree. My research interests include causal representation learning and robustness in machine learning.
Here is my CV.
Interests
- Adversarial Machine Learning
- Invertible Machine Learning
- Machine Learning Security
Education
Ph.D in Computer Engineering, 2019 - Present
Purdue University
B.S. in Applied Physics, 2012 - 2016
Nanjing University of Posts and Telecommunications
Publications
(2024).
Benchmarking Algorithms for Federated Domain Generalization.
ICLR 2024 Spotlight.
(2024).
Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models.
ICLR 2024.
(2021).
HAWKEYE: Adversarial Example Detection through Ensemble Detectors.
SPIE Defense and Commercial Sensing Symposium,11746-21, 2021.
Writing
Contact
- bairuqi@purdue.edu
- 765-714-5086
- 501 Northwestern Ave, West Lafayette, IN 47907