62 citations · 129 across the 4 of their papers we have counts for
4 papers
TranS^3: A Transformer-based Framework for Unifying Code Summarization and Code Search
Wenhua Wang, Yuqun Zhang, Zhengran Zeng +1
Code summarization and code search have been widely adopted in sofwaredevelopmentandmaintenance. However, fewstudieshave explored the efcacy of unifying them. In this paper, we pro…
Characterizing and Detecting CUDA Program Bugs
Mingyuan Wu, Husheng Zhou, Lingming Zhang +2
While CUDA has become a major parallel computing platform and programming model for general-purpose GPU computing, CUDA-induced bug patterns have not yet been well explored. In thi…
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…
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…