1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.SE2026
From Exploration to Specification: LLM-Based Property Generation for Mobile App Testing
Yiheng Xiong, Shiwen Song, Bo Ma +2
Mobile apps often suffer from functional bugs that do not cause crashes but instead manifest as incorrect behaviors under specific user interactions. Such bugs are difficult to det…
cs.SE2026★ 1 cited
Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages
Wenbo Guo, Shiwen Song, Jiaxun Guo +5
Open-source ecosystems such as NPM and PyPI are increasingly targeted by supply chain attacks, yet existing detection methods either depend on fragile handcrafted rules or data-dri…
cs.CR2025
FCGHunter: Towards Evaluating Robustness of Graph-Based Android Malware Detection
Shiwen Song, Xiaofei Xie, Ruitao Feng +2
Graph-based detection methods leveraging Function Call Graphs (FCGs) have shown promise for Android malware detection (AMD) due to their semantic insights. However, the deployment…