Author

Laizhen Li

Observed name: Li, Laizhen

Institutions: Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, University of Chinese Academy of Sciences

Observed institutions: Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, University of Chinese Academy of Sciences

OpenAlex ID: A5120550029

Grow the Harness, Not the Context: From Strategy-Free Scaffolds to Reusable Specialist Agents

2026 · Li, Laizhen, Li, Jiarui, et al. · arXiv (Cornell University)

A2M: Trace-Optimized Agent Hijacking in the MCP Ecosystem

2026 · Li, Laizhen, Wang, Xuan, et al. · arXiv (Cornell University)

JADE: Jailbreak-Aware Dynamic Defense Enhancer for LLMs Via Reinforcement Learning

2025 · Laizhen Li, Peicheng Zhao, et al. · IEEE International Conference on Big Data (BigData)

StreamGuard: A Streaming-Based Defense Against Jailbreaking Attacks in Large Language Models

2025 · Laizhen Li, Xitong Gao, et al. · Communications in computer and information science

Works count: 4

Citation count:

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