Proceedings of the 14th Genetic Improvement Workshop GI @ ICSE 2025

To be published by the IEEE bibtex

• blot_2025_GI.pdf Front matter

• Keynote Put on Your Tester Hat: Improving programs for Automated Program Generation
  Dr. Shin Hwei Tan
  slides

• Tutorial Automated Software Performance Improvement with Magpie
  Aymeric Blot
  slides

• A Three-Stage Genetic Algorithm for Compiler Flag and Library Version Selection to Minimize Execution Time,
  Chi Ho Chan and Spyro Nita chan_2025_GI.pdf
  slides movie
• The gem5 C++ glibc Heap Fitness Landscape,
  William B. Langdon and Bobby R. Bruce langdon_2025_GI.pdf
  slides movie
• Empirical Comparison of Runtime Improvement Approaches: Genetic Improvement, Parameter Tuning, and Their Combination,
  Thanatad Songpetchmongkol and Aymeric Blot and Justyna Petke songpetchmongkol_2025_GI.pdf
  slides
• Enhancing Software Runtime with Reinforcement Learning-Driven Mutation Operator Selection in Genetic Improvement,
  Damien Bose and Carol Hanna and Justyna Petke bose_2025_GI.pdf
  slides movie
• Large Language Model based Code Completion is an Effective Genetic Improvement Mutation,
  Jingyuan Wang and Carol Hanna and Justyna Petke wang_2025_GI.pdf Best paper
  slides movie
• LLM-Assisted Crossover in Genetic Improvement of Software,
  Dimitrios Stamatios Bouras and Justyna Petke and Sergey Mechtaev bouras_2025_GI.pdf Best presentation
  slides movie

Presentations