2 papers
cs.SE2026
JETO-Bench: A Reproducible Benchmark for Execution Time Improvement Patches in Java
Khashayar Etemadi, Zhendong Su
Automated fixing of performance issues is gaining attention, but existing benchmarks of execution time improvement patches (ETIPs) target Python, C++, or .NET and are fixed dataset…
cs.SE2024
API-guided Dataset Synthesis to Finetune Large Code Models
Zongjie Li, Daoyuan Wu, Shuai Wang +1
Large code models (LCMs), pre-trained on vast code corpora, have demonstrated remarkable performance across a wide array of code-related tasks. Supervised fine-tuning (SFT) plays a…