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Xiaopeng Yuan

2 accepted papers

2026

Agent Primitives: Reuseable Latent Building Blocks for Multi-Agent Systems

ICML 2026poster

While existing multi-agent systems (MAS) can handle complex problems by enabling collaboration among multiple agents, they are often highly task-specific, relying on manually crafted agent roles and interaction prompts, which leads to increased architectural complexity and limited reusability across…

Cited by 0SourceScholar
2026

Query-Efficient Domain Knowledge Stealing Against Large Language Models

AAAI 2026technical

Large language models (LLMs) concentrate substantial knowledge in specialized domains due to extensive pretraining and instruction tuning, and they are now central to commercial and scientific practice. Yet access is usually limited to costly, rate-limited interfaces, which motivates methods that ca

Cited by 0SourcePDFScholar