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ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Fri 31 May 2019 14:40 - 15:00 at Place du Canada - Testing of AI Systems Chair(s): Marija Mikic

Deep neural networks (DNNs) have been deployed in a wide range of applications, including mission-critical systems. We introduce a DNN testing and debugging tool, called DeepConcolic, which is able to detect errors with sufficient rigour so as to be applicable to the testing of DNNs in safety related applications. DeepConcolic is the first tool that implements a concolic testing technique for DNNs, and the first testing tool that provides users with the functionality of investigating particular parts of a DNN. The tool has been made publicly available and a demo video can be found at \url{https://youtu.be/rliynbhoNLM}.

Fri 31 May
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icse-2019-Paper-Presentations
14:00 - 15:30: Papers - Testing of AI Systems at Place du Canada
Chair(s): Marija MikicGoogle
icse-2019-Technical-Papers14:00 - 14:20
Talk
Viet Hung PhamUniversity of Waterloo, Thibaud Lutellier, Weizhen QiUniversity of Science and Technology of China, Lin TanPurdue University
Pre-print
icse-2019-Technical-Papers14:20 - 14:40
Talk
Jinhan KimKAIST, Robert FeldtChalmers University of Technology, Shin YooKorea Advanced Institute of Science and Technology
Authorizer link Pre-print
icse-2019-Demonstrations14:40 - 15:00
Talk
Youcheng SunUniversity of Oxford, Xiaowei HuangUniversity of Liverpool, Daniel KroeningUniversity of Oxford, James SharpDefence Science and Technology Laboratory (Dstl), Matthew HillDefence Science and Technology Laboratory (Dstl), Rob AshmoreDefence Science and Technology Laboratory (Dstl)
icse-2019-New-Ideas-and-Emerging-Reults15:00 - 15:10
Talk
Jasmine SekhonUniversity of Virginia, Cody FlemingUniversity of Virginia
Pre-print
icse-2019-New-Ideas-and-Emerging-Reults15:10 - 15:20
Talk
Zenan LiNanjing University, Xiaoxing MaNanjing University, Chang XuNanjing University, Chun CaoNanjing University
Pre-print
icse-2019-New-Ideas-and-Emerging-Reults15:20 - 15:30
Talk
Ravi MangalGeorgia Institute of Technology, Aditya Nori, Alessandro OrsoGeorgia Tech