Search Results for author: Dejin Ren

Found 3 papers, 2 papers with code

Reach-avoid Analysis for Sampled-data Systems with Measurement Uncertainties

no code implementations8 Oct 2023 Taoran Wu, Dejin Ren, Shuyuan Zhang, Lei Wang, Bai Xue

Digital control has become increasingly prevalent in modern systems, making continuous-time plants controlled by discrete-time (digital) controllers ubiquitous and crucial across industries, including aerospace, automotive, and manufacturing.

Verifying Safety of Neural Networks from Topological Perspectives

1 code implementation27 Jun 2023 Zhen Liang, Dejin Ren, Bai Xue, Ji Wang, Wenjing Yang, Wanwei Liu

Moreover, for NNs that do not feature these properties with respect to the input set, we explore subsets of the input set for establishing the local homeomorphism property and then abandon these subsets for reachability computations.

Autonomous Vehicles

Cannot find the paper you are looking for? You can Submit a new open access paper.