* ICSE 2018 *
Sun 27 May - Sun 3 June 2018 Gothenburg, Sweden
Fri 1 Jun 2018 09:00 - 09:20 at J2 room - Performance and Maintenance Chair(s): Miryung Kim

Test-based automatic program repair has attracted a lot of attention in recent years. However, the test suites in practice are often too weak to guarantee correctness and existing approaches often generate a large number of incorrect patches.

To reduce the number of incorrect patches generated, we propose a novel approach that heuristically determines the correctness of the generated patches. The core idea is to exploit the behavior similarity of test case executions. The passing tests on original and patched programs are likely to behave similarly while the failing tests on original and patched programs are likely to behave differently. Also, if two tests exhibit similar runtime behavior, the two tests are likely to have the same test results. Based on these observations, we generate new test inputs to enhance the test suites and use their behavior similarity to determine patch correctness.

Our approach is evaluated on a dataset consisting of 139 patches generated from existing program repair systems including jGenProg, Nopol, jKali, ACS and HDRepair. Our approach successfully prevented 56.3% of the incorrect patches to be generated, without blocking any correct patches.

Fri 1 Jun
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09:00 - 10:30: Technical Papers - Performance and Maintenance at J2 room
Chair(s): Miryung KimUniversity of California at Los Angeles, USA
icse-2018-Technical-Papers09:00 - 09:20
Yingfei XiongPeking University, Xinyuan Liu, Muhan Zeng, Lu ZhangPeking University, Gang Huang
icse-2018-Technical-Papers09:20 - 09:40
Research paper
Junwen YangUniversity of Chicago, Cong Yan, Pranav Subramaniam, Shan LuUniversity of Chicago, Alvin CheungUniversity of Washington
icse-2018-Technical-Papers09:40 - 10:00
Zhifei Chen, Bihuan ChenFudan University, Lu Xiao, Xiao WangPurdue University, USA, Lin Chen, Yang LiuNanyang Technological University, Singapore, Baowen Xu
icse-2018-Journal-first-papers10:00 - 10:20
Muhammad Moiz ArifConcordia University, Montreal, Canada, Weiyi ShangConcordia University, Canada, Emad ShihabConcordia University
icse-2018-Technical-Papers10:20 - 10:30