50 citations · 106 across the 13 of their papers we have counts for
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cs.SE2022★ 9 cited
A Comprehensive Survey of Benchmarks for Automated Improvement of Software's Non-Functional Properties
Aymeric Blot, Justyna Petke
Performance is a key quality of modern software. Although recent years have seen a spike in research on automated improvement of software's execution time, energy, memory consumpti…
cs.SE2022★ 12 cited
MAGPIE: Machine Automated General Performance Improvement via Evolution of Software
Aymeric Blot, Justyna Petke
Performance is one of the most important qualities of software. Several techniques have thus been proposed to improve it, such as program transformations, optimisation of software…
cs.SE2022★ 6 cited
Test-based Patch Clustering for Automatically-Generated Patches Assessment
Matias Martinez, Maria Kechagia, Anjana Perera +3
Previous studies have shown that Automated Program Repair (APR) techniques suffer from the overfitting problem. Overfitting happens when a patch is run and the test suite does not…