Publications

Li, Wenqing, Chuhan Yang, and Saif Eddin Jabari. "Nonlinear traffic prediction as a matrix completion problem with ensemble learning." Transportation Science 56, no. 1 (2022): 52-78.

Wang, Yue, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, and Saif Eddin Jabari. "PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks." arXiv preprint arXiv:2203.09289 (2022).

Wang, Yue, Esha Sarkar, Wenqing Li, Michail Maniatakos, and Saif Eddin Jabari. "Stop-and-go: Exploring backdoor attacks on deep reinforcement learning-based traffic congestion control systems." IEEE Transactions on Information Forensics and Security 16 (2021): 4772-4787.

Li, Wenqing, and Yue Wang. "A robust supervised subspace learning approach for output-relevant prediction and detection against outliers." Journal of Process Control 106 (2021): 184-194.

Li, Wenqing, Chunhui Zhao, and Furong Gao. "Linearity evaluation and variable subset partition based hierarchical process modeling and monitoring." IEEE Transactions on Industrial Electronics 65, no. 3 (2017): 2683-2692.