activity
20242026
most citedAn Empirical Study on the Potential of LLMs in Automated Software Refactoring

6 citations · 21 across the 8 of their papers we have counts for

collaborators

8 papers

cs.SE2026

An Empirical Study for Android-to-OpenHarmony GUI Test Migration

Yakun Zhang, Xinjia Chen, Yiyun Chen +6

To reduce the substantial engineering effort required to test the corresponding applications from Android to OpenHarmony, migrating existing GUI test cases has become a critical pr…

cs.SE2026

From Custom Logic to APIs: Understanding and Recommending API Replacement Refactorings

Bridget Nyirongo, Yanjie Jiang, Yuxia Zhang +1

Software refactoring is essential for maintaining code quality. However, API replacement refactoring, which replaces custom logic with API calls, remains underexplored. Existing re…

cs.SE20254 cited

LAURA: Enhancing Code Review Generation with Context-Enriched Retrieval-Augmented LLM

Yuxin Zhang, Yuxia Zhang, Zeyu Sun +2

Code review is critical for ensuring software quality and maintainability. With the rapid growth in software scale and complexity, code review has become a bottleneck in the develo…

cs.SE2025

Evaluating Generated Commit Messages with Large Language Models

Qunhong Zeng, Yuxia Zhang, Zexiong Ma +5

Commit messages are essential in software development as they serve to document and explain code changes. Yet, their quality often falls short in practice, with studies showing sig…

cs.SE20251 cited

Wired for Reuse: Automating Context-Aware Code Adaptation in IDEs via LLM-Based Agent

Taiming Wang, Yanjie Jiang, Chunhao Dong +2

Copy-paste-modify is a widespread and pragmatic practice in software development, where developers adapt reused code snippets, sourced from platforms such as Stack Overflow, GitHub…

cs.SE20252 cited

Recommending Variable Names for Extract Local Variable Refactorings

Taiming Wang, Hui Liu, Yuxia Zhang +1

Extract local variable is one of the most popular refactorings, and most IDEs and refactoring tools provide automated support for this refactoring. However, we find approximately 7…