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 2026Show all

5 papers · 1 filter

cs.SE2026

One Is Not Enough: The Untold Story of Multiple Security Patches for One Vulnerability

Fangyuan Zhang, Lyuye Zhang, Lingling Fan +6

Security patches (SPs) are the main mechanism for fixing software vulnerabilities, yet a single vulnerability is not always resolved by a single patch: fixes may be completed incre…

cs.SE2026

Benchmarking Automated Security Patch Backporting: How Far Are We?

Jincheng Yang, Yulong Fu, Chengwei Liu +5

Automated security patch backporting is critical for mitigating N-day vulnerabilities. Recent tools report success rates above 80% on their respective datasets. However, these eval…

cs.SE2026

Implicit, Yet Impactful: Understanding Hidden Dependencies in Java Projects

Lyuye Zhang, Chengwei Liu, Fangyuan Zhang +3

As software usage continues to expand, package managers automatically resolve dependencies to construct a dependency graph based on user-specified requirements. These explicitly de…

cs.AI2026

Towards Security-Auditable LLM Agents: A Unified Graph Representation

Chaofan Li, Lyuye Zhang, Jintao Zhai +9

LLM-based agentic systems are rapidly evolving to perform complex autonomous tasks through dynamic tool invocation, stateful memory management, and multi-agent collaboration. Howev…

cs.SE2026

Latent Reuse in Agent Skills: Multi-modal Clone Detection at Ecosystem Scale

Jiaying Zhu, Lyuye Zhang, Wenbo Guo +1

An agent skill is a reusable package for extending an LLM agent, typically a SKILL.md file that combines YAML metadata, natural-language instructions, and executable code. Public r…