89 citations · 109 across the 14 of their papers we have counts for
14 papers · 1 filter
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…
Characterizing the Failure Modes of LLMs in Resolving Real-World GitHub Issues
Yanjie Jiang, Yian Huang, Guancheng Wang +3
Large Language Models (LLMs) are increasingly deployed to resolve real-world GitHub issues. However, despite their potential, the specific failure modes of these models in complex…
SeRe: A Security-Related Code Review Dataset Aligned with Real-World Review Activities
Zixiao Zhao, Yanjie Jiang, Hui Liu +2
Software security vulnerabilities can lead to severe consequences, making early detection essential. Although code review serves as a critical defense mechanism against security fl…
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…
Reflective Unit Test Generation for Precise Type Error Detection with Large Language Models
Chen Yang, Ziqi Wang, Yanjie Jiang +4
Type errors in Python often lead to runtime failures, posing significant challenges to software reliability and developer productivity. Existing static analysis tools aim to detect…
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…
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…
Deep Assessment of Code Review Generation Approaches: Beyond Lexical Similarity
Yanjie Jiang, Hui Liu, Tianyi Chen +4
Code review is a standard practice for ensuring the quality of software projects, and recent research has focused extensively on automated code review. While significant advancemen…
Condor: A Code Discriminator Integrating General Semantics with Code Details
Qingyuan Liang, Zhao Zhang, Chen Liu +9
LLMs demonstrate significant potential across various software engineering tasks. However, they still face challenges in generating correct code on the first attempt when addressin…
An Empirical Study on the Potential of LLMs in Automated Software Refactoring
Bo Liu, Yanjie Jiang, Yuxia Zhang +3
Recent advances in large language models (LLMs), make it potentially feasible to automatically refactor source code with LLMs. However, it remains unclear how well LLMs perform com…
Evaluating and Improving ChatGPT-Based Expansion of Abbreviations
Yanjie Jiang, Hui Liu, Lu Zhang
Source code identifiers often contain abbreviations. Such abbreviations may reduce the readability of the source code, which in turn hinders the maintenance of the software applica…
Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities
Xiangping Chen, Xing Hu, Yuan Huang +23
Researchers have recently achieved significant advances in deep learning techniques, which in turn has substantially advanced other research disciplines, such as natural language p…
A Survey of Deep Learning Based Software Refactoring
Bridget Nyirongo, Yanjie Jiang, He Jiang +1
Refactoring is one of the most important activities in software engineering which is used to improve the quality of a software system. With the advancement of deep learning techniq…
Extracting Concise Bug-Fixing Patches from Human-Written Patches in Version Control Systems
Yanjie Jiang, Hui Liu, Nan Niu +2
High-quality and large-scale repositories of real bugs and their concise patches collected from real-world applications are critical for research in software engineering community.…