8 citations · 10 across the 5 of their papers we have counts for
7 papers
SkillSeek: Revisiting Agent Skill Retrieval at Marketplace Scale
Guanqun Yang, Wenlong Zhang, Tian Shi +1
Anthropic's Agent Skills package reusable procedural know-how for an LLM agent into SKILL.md directories, and open-source aggregations have grown past 230,000 skills, making select…
PatchHolmes: Agentic Patch Retrieval via Listwise Selection
Guanqun Yang, Yingming Zhou, Jiangrui Zheng +2
Patch retrieval, the task of finding the commit that fixes a known vulnerability, is the foundation of vulnerability management workflows, yet 60% to 63% of CVEs in the major advis…
WatchPoint: Executable User Feedback for Real-World Agentic Web Development
Guanqun Yang, Wei Yang, Xueqing Liu
When a professional web developer's code fails a test, they do not simply re-read the stack trace. They open the application in a browser, click buttons, inspect computed styles, a…
ART: Adaptive Reasoning Trees for Explainable Claim Verification
Sahil Wadhwa, Himanshu Kumar, Guanqun Yang +4
Large Language Models (LLMs) are powerful candidates for complex decision-making, leveraging vast encoded knowledge and remarkable zero-shot abilities. However, their adoption in h…
SPFinder: Improving the Context Length and Scalability for Tracing Known Vulnerability Patches
Jiangrui Zheng, Xueqing Liu, Guanqun Yang +3
An upstream task for vulnerability management is the accurate localization of the patch that fixes a vulnerability. Existing works have proposed several approaches to trace or retr…
TestAug: A Framework for Augmenting Capability-based NLP Tests
Guanqun Yang, Mirazul Haque, Qiaochu Song +2
The recently proposed capability-based NLP testing allows model developers to test the functional capabilities of NLP models, revealing functional failures that cannot be detected…
Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language Models
Guanqun Yang, Shay Dineen, Zhipeng Lin +1
Public security vulnerability reports (e.g., CVE reports) play an important role in the maintenance of computer and network systems. Security companies and administrators rely on i…