13 citations · 32 across the 7 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.RO2022★ 4 cited
Coordinating CAV Swarms at Intersections with a Deep Learning Model
Jiawei Zhang, Shen Li, Li Li
Connected and automated vehicles (CAVs) are viewed as a special kind of robots that have the potential to significantly improve the safety and efficiency of traffic. In contrast to…
cs.LG2022
CARE: Certifiably Robust Learning with Reasoning via Variational Inference
Jiawei Zhang, Linyi Li, Ce Zhang +1
Despite great recent advances achieved by deep neural networks (DNNs), they are often vulnerable to adversarial attacks. Intensive research efforts have been made to improve the ro…
cs.LG2022★ 2 cited
Double Sampling Randomized Smoothing
Linyi Li, Jiawei Zhang, Tao Xie +1
Neural networks (NNs) are known to be vulnerable against adversarial perturbations, and thus there is a line of work aiming to provide robustness certification for NNs, such as ran…