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Showing 2026 · cs.SEShow all
3 papers · 2 filters
cs.SE2026
A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection
Siyi Chen, Tianhan Luo, Shijian Wu +4
Open-source libraries are widely used in modern software development, introducing significant security vulnerabilities. While static analysis tools can identify potential vulnerabi…
cs.SE2026★ 2 cited
Hypothesize-Then-Verify: Speculative Root Cause Analysis for Microservices with Pathwise Parallelism
Lingzhe Zhang, Tong Jia, Yunpeng Zhai +5
Microservice systems have become the backbone of cloud-native enterprise applications due to their resource elasticity, loosely coupled architecture, and lightweight deployment. Ye…
cs.SE2026★ 2 cited
Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in Microservices
Lingzhe Zhang, Tong Jia, Yunpeng Zhai +5
As contemporary microservice systems become increasingly popular and complex-often comprising hundreds or even thousands of fine-grained, interdependent subsystems-they are experie…