3 papers
cs.SE2026
LogFold: Compressing Logs with Structured Tokens and Hybrid Encoding
Shiwen Shan, Yintong Huo, Hongzhan Zhong +3
Logs are essential for diagnosing failures and conducting retrospective studies, leading many software organizations to retain log messages for a long time. Nevertheless, the volum…
cs.SE2026
TreeMind: Automatically Reproducing Android Bug Reports via LLM-empowered Monte Carlo Tree Search
Zhengyu Chen, Zhaoyi Meng, Wenxiang Zhao +5
Automatically reproducing Android app crashes from textual bug reports is challenging, particularly when the reports are incomplete and the modern UI exhibits high combinatorial co…
cs.CR2025
MalFlows: Context-aware Fusion of Heterogeneous Flow Semantics for Android Malware Detection
Zhaoyi Meng, Fenglei Xu, Wenxiang Zhao +5
Static analysis, a fundamental technique in Android app examination, enables the extraction of control flows, data flows, and inter-component communications (ICCs), all of which ar…