375 citations · 1.5k across the 26 of their papers we have counts for
4 papers · 1 filter
DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems
Husheng Zhou, Wei Li, Yuankun Zhu +4
Deep Neural Networks (DNNs) have been widely applied in many autonomous systems such as autonomous driving. Recently, DNN testing has been intensively studied to automatically gene…
Practical Program Repair via Bytecode Mutation
Ali Ghanbari, Lingming Zhang
Software debugging is tedious, time-consuming, and even error-prone by itself. So, various automated debugging techniques have been proposed in the literature to facilitate the deb…
How Do Static and Dynamic Test Case Prioritization Techniques Perform on Modern Software Systems? An Extensive Study on GitHub Projects
Qi Luo, Kevin Moran, Lingming Zhang +1
Test Case Prioritization (TCP) is an increasingly important regression testing technique for reordering test cases according to a pre-defined goal, particularly as agile practices…
DeepRoad: GAN-based Metamorphic Autonomous Driving System Testing
Mengshi Zhang, Yuqun Zhang, Lingming Zhang +2
While Deep Neural Networks (DNNs) have established the fundamentals of DNN-based autonomous driving systems, they may exhibit erroneous behaviors and cause fatal accidents. To reso…