12 citations · 24 across the 6 of their papers we have counts for
7 papers
Code Transformation Rule Synthesis using LLMs: Potential and Limits
Axel Allain, Aymeric Blot, Djamel Eddine Khelladi +1
Due to their black-box nature, LLMs suffer from limited explain- ability and a lack of determinism. Their usage cost can also rise, particularly with repetitive tasks on large code…
Reinforcement Learning for Mutation Operator Selection in Automated Program Repair
Carol Hanna, Aymeric Blot, Justyna Petke
Automated program repair techniques aim to aid software developers with the challenging task of fixing bugs. In heuristic-based program repair, a search space of program variants,…
GI Software with fewer Data Cache Misses
William B. Langdon, Justyna Petke, Aymeric Blot +1
By their very name caches are often overlooked and yet play a vital role in the performance of modern and indeed future hardware. Using MAGPIE (Machine Automated General Performanc…
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…
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…
Genetic Improvement @ ICSE 2020
William B. Langdon, Westley Weimer, Justyna Petke +13
Following Prof. Mark Harman of Facebook's keynote and formal presentations (which are recorded in the proceedings) there was a wide ranging discussion at the eighth international G…
Neutrality in the Graph Coloring Problem
Marie-Eleonore Marmion, Aymeric Blot, Laetitia Jourdan +1
The graph coloring problem is often investigated in the literature. Many insights about many neighboring solutions with the same fitness value are raised but as far as we know, no…