Search-Based LLMs for Code Optimization

Search-Based LLMs for Code Optimization

International Conference on Software Engineering (ICSE), 2024

22 August 2024

Michael Lyu

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Papers citing "Search-Based LLMs for Code Optimization"

11 / 11 papers shown

Title
GrowthHacker: Automated Off-Policy Evaluation Optimization Using Code-Modifying LLM Agents Jie JW Wu Ayanda Patrick Herlihy Ahmad Saleem Mirza Ali Afoud Fatemeh H. Fard OffRL 52 0 0 02 Nov 2025
ECO: Enhanced Code Optimization via Performance-Aware Prompting for Code-LLMs Su-Hyeon Kim Joonghyuk Hahn Sooyoung Cha Yo-Sub Han 64 0 0 12 Oct 2025
Vul-R2: A Reasoning LLM for Automated Vulnerability Repair Xin-Cheng Wen Zirui Lin Yijun Yang Cuiyun Gao Deheng Ye LRM 88 2 0 07 Oct 2025
TAR-TVG: Enhancing VLMs with Timestamp Anchor-Constrained Reasoning for Temporal Video Grounding Chaohong Guo Xun Mo Yongwei Nie Xuemiao Xu Chao Xu Fei Richard Yu Chengjiang Long LRM 172 3 0 11 Aug 2025
Search-Based Software Engineering and AI Foundation Models: Current Landscape and Future Roadmap C. Gomes Shaukat Ali Paolo Arcaini Andrea Arcuri 171 1 0 26 May 2025
Autocomp: A Powerful and Portable Code Optimizer for Tensor Accelerators Charles Hong Sahil Bhatia Alvin Cheung Y. Shao 261 4 0 24 May 2025
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Xin Xu Ningyu Zhang LRM 453 5 0 06 May 2025
RobuNFR: Evaluating the Robustness of Large Language Models on Non-Functional Requirements Aware Code Generation Feng Lin Dong Jae Kim Zhiyu Li Jinqiu Yang Tse-Husn Chen AAML 297 6 0 28 Mar 2025
LLM Program Optimization via Retrieval Augmented Search Sagnik Anupam Alexander Shypula Osbert Bastani 347 2 0 31 Jan 2025
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 372 21 0 10 Jan 2025
WizardCoder: Empowering Code Large Language Models with Evol-InstructInternational Conference on Learning Representations (ICLR), 2023 Ziyang Luo Can Xu Lu Wang Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 674 832 0 14 Jun 2023