Affiliation: NYU Abu Dhabi
Education: PhD Zhejiang University
Research Areas: Machine learning; Data analytics; Cyber-physical security
Wenqing Li received his PhD from the Zhejiang University of China. His research interests focus on the following aspects: (1) Machine learning, data mining, and their applications to industry and transportation, i.e., data-driven system modeling and monitoring and traffic flow prediction. (2) Adversarial attack and defense in Deep Neural Networks, including designing adversarial attack schemes and defense strategies especially certified defense strategies for different types of DNNs.
He is working on certified robustness against adversarial attacks on graph neural networks.