activity
20222026
most citedLLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning

19 citations · 49 across the 20 of their papers we have counts for

collaborators
Showing 2025Show all

9 papers · 1 filter

cs.SE2025

Minimizing Breaking Changes and Redundancy in Mitigating Technical Lag for Java Projects

Rui Lu, Lyuye Zhang, Kaixuan Li +2

Re-using open-source software (OSS) can avoid reinventing the wheel, but failing to keep it up-to-date can lead to missing new features and persistent bugs or vulnerabilities that…

cs.SE2025

Real-World Usability of Vulnerability Proof-of-Concepts: A Comprehensive Study

Wenjing Dang, Kaixuan Li, Sen Chen +3

The Proof-of-Concept (PoC) for a vulnerability is crucial in validating its existence, mitigating false positives, and illustrating the severity of the security threat it poses. Ho…

cs.SE2025

A Systematic Study on Generating Web Vulnerability Proof-of-Concepts Using Large Language Models

Mengyao Zhao, Kaixuan Li, Lyuye Zhang +4

Recent advances in Large Language Models (LLMs) have brought remarkable progress in code understanding and reasoning, creating new opportunities and raising new concerns for softwa…

cs.SE2025

A Taxonomy of Prompt Defects in LLM Systems

Haoye Tian, Chong Wang, BoYang Yang +2

Large Language Models (LLMs) have become key components of modern software, with prompts acting as their de-facto programming interface. However, prompt design remains largely empi…

cs.SE2025

JC-Finder: Detecting Java Clone-based Third-Party Library by Class-level Tree Analysis

Lida Zhao, Chaofan Li, Yueming Wu +10

While reusing third-party libraries (TPL) facilitates software development, its chaotic management has brought great threats to software maintenance and the unauthorized use of sou…

cs.SE2025

VFArchē: A Dual-Mode Framework for Locating Vulnerable Functions in Open-Source Software

Lyuye Zhang, Jian Zhang, Kaixuan Li +6

Software Composition Analysis (SCA) has become pivotal in addressing vulnerabilities inherent in software project dependencies. In particular, reachability analysis is increasingly…

cs.SE2025

Fixing Outside the Box: Uncovering Tactics for Open-Source Security Issue Management

Lyuye Zhang, Jiahui Wu, Chengwei Liu +5

In the rapidly evolving landscape of software development, addressing security vulnerabilities in open-source software (OSS) has become critically important. However, existing rese…

cs.SE2025

Drop the Golden Apples: Identifying Third-Party Reuse by DB-Less Software Composition Analysis

Lyuye Zhang, Chengwei Liu, Jiahui Wu +5

The prevalent use of third-party libraries (TPLs) in modern software development introduces significant security and compliance risks, necessitating the implementation of Software…

cs.SE2025

Detecting Essence Code Clones via Information Theoretic Analysis

Lida Zhao, Shihan Dou, Yutao Hu +8

Code cloning, a widespread practice in software development, involves replicating code fragments to save time but often at the expense of software maintainability and quality. In t…