most citedMANTRA: Enhancing Automated Method-Level Refactoring with Contextual RAG and Multi-Agent LLM Collaboration

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.SE2026

SWE-Refactor: A Repository-Level Benchmark for Real-World LLM-Based Code Refactoring

Yisen Xu, Jinqiu Yang, Tse-Hsun +1

Large Language Models (LLMs) have recently attracted wide interest for tackling software engineering tasks. In contrast to code generation, refactoring demands precise, semantics-p…

cs.SE2025★ 1 cited

MANTRA: Enhancing Automated Method-Level Refactoring with Contextual RAG and Multi-Agent LLM Collaboration

Yisen Xu, Feng Lin, Jinqiu Yang +3

Maintaining and scaling software systems relies heavily on effective code refactoring, yet this process remains labor-intensive, requiring developers to carefully analyze existing…