4 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.AI2026
Grow the Harness, Not the Context: From Strategy-Free Scaffolds to Reusable Specialist Agents
Laizhen Li, Jiarui Li, Juanjuan Zhao +4
Large language model (LLM) agents often handle streams of related tasks, yet standard harnesses repeatedly ask the model to reconstruct the same control decisions inside each task'…
cs.CR2026
A Finger on the Scale: Covert Policy Steering through Agentic Skills
Jiarui Li, Jiahao Chen, Chunyi Zhou +5
Reusable agent skills extend large language model (LLM) agents with task procedures, tool-use guidance, and output constraints. Yet these skills also act as externalized behavioral…
cs.HC2025★ 4 cited
Understanding How University Guidelines Address Privacy and Security Issues of Generative AI in Academic Settings
Bei Yi Ng, Jiarui Li, Xinyuan Tong +4
Generative artificial intelligence (GenAI) is transforming the educational landscape by augmenting learning paradigms. However, state-of-the-art GenAI systems driving this transfor…