3 papers
cs.CR2026
Mutate to Bypass: Autonomous Endpoint Evasion via Knowledge-Driven Multi-Agent Orchestration
Weifeng Yuan, Wenbo Guo, Qingyun Du +4
Public reports and open-source resources expose many EDR evasion techniques, but it remains unclear whether commercial Endpoint Detection and Response (EDR) systems can withstand t…
cs.SE2026
Skills That Don't Exist: A Large-Scale Study of Hallucinated Skill Recommendation in LLM Agents
Weifeng Yuan, Wenbo Guo, Feng Dong +2
LLM agents acquire new capabilities by downloading skills from open registries. Instead of browsing these catalogs manually, developers typically ask the agent to recommend and ins…
cs.AI2026
Fictional Worldbuilding: Multi-Agent LLM Collaboration with Hierarchical Context Compression and Iterative Review
Jingbo Chen, He Wang, Wei Yuan +2
Worldbuilding, the construction of coherent fictional worlds, is a foundational task in game design and literary creation. Large Language Models (LLMs) offer new possibilities for…