English(EN) CompileRover: Revolutionizing Virtual Machine Compiler Optimization with a Tri-Role LLM-Driven Framework

CompileRover框架增强虚拟机编译器优化

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-17 04:00

研究人员推出了一种名为CompileRover的新型框架，旨在优化虚拟机编译器。该框架利用裁判、顾问和操作员之间的三角色协作来提高代码效率。CompileRover通过采用控制流分析、代码结构转换和动态执行模式识别来解决冗余计算和低效循环结构等问题。评估表明，CompileRover在各种基准测试中优于现有的虚拟机编译器，降低了执行开销并提高了整体编译器性能。 AI

影响该框架可以通过提高虚拟机编译器的性能来提高软件执行效率。

排序理由该集群包含一篇详细介绍新型编译器优化框架的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

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报道来源 [1]

arXiv cs.CL TIER_1 English(EN) · Mingqiao Mo, Yunlong Tan, Hao Zhang · 2026-09-17 04:00

CompileRover：利用三角色LLM驱动框架革新虚拟机编译器优化

arXiv:2609.19004v1 Announce Type: cross Abstract: Code optimization plays a crucial role in the development of virtual machine compilers, with optimization frameworks significantly enhancing the performance of generated assembly code. However, existing virtual machine compiler ou…

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报道来源 [1]

CompileRover：利用三角色LLM驱动框架革新虚拟机编译器优化

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