Investigating Execution-Aware Language Models for Code Optimization

11 March 2025

Papers citing "Investigating Execution-Aware Language Models for Code Optimization"

11 / 11 papers shown

Title
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 153 10 0 10 Jan 2025
AI-driven Java Performance Testing: Balancing Result Quality with Testing Time Luca Traini Federico Di Menna Vittorio Cortellessa 58 4 0 09 Aug 2024
Learning Program Behavioral Models from Synthesized Input-Output Pairs Tural Mammadov Dietrich Klakow Alexander Koller Andreas Zeller 85 3 0 11 Jul 2024
Source Code Summarization in the Era of Large Language Models Weisong Sun Yun Miao Yuekang Li Hongyu Zhang Chunrong Fang Yi Liu Gelei Deng Yang Liu Zhenyu Chen ELM 125 17 0 09 Jul 2024
NExT: Teaching Large Language Models to Reason about Code Execution Ansong Ni Miltiadis Allamanis Arman Cohan Yinlin Deng Kensen Shi Charles Sutton Pengcheng Yin ReLM LRM 86 44 0 23 Apr 2024
Supersonic: Learning to Generate Source Code Optimizations in C/C++ Zimin Chen Sen Fang Monperrus Martin 80 13 0 26 Sep 2023
Code Representation Pre-training with Complements from Program Executions Jiabo Huang Jianyu Zhao Yuyang Rong Yiwen Guo Yifeng He Hao Chen 87 4 0 04 Sep 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 100 687 0 14 Jun 2023
Learning Performance-Improving Code Edits Alex Shypula Aman Madaan Yiming Yang Uri Alon Jacob R. Gardner Milad Hashemi Graham Neubig Parthasarathy Ranganathan Osbert Bastani Amir Yazdanbakhsh SyDa 76 89 0 15 Feb 2023
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks Ruchi Puri David S. Kung G. Janssen Wei Zhang Giacomo Domeniconi ... Saurabh Pujar Shyam Ramji Ulrich Finkler Susan Malaika Frederick Reiss 79 244 0 25 May 2021
A Survey on Compiler Autotuning using Machine Learning Amir H. Ashouri W. Killian John Cavazos G. Palermo Cristina Silvano 75 202 0 13 Jan 2018