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20242026
most citedA Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness

18 citations · 18 across the 12 of their papers we have counts for

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Showing 2026 · cs.AIShow all

3 papers · 2 filters

cs.AI2026

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents

Minhua Lin, Juncheng Wu, Zijun Wang +14

LLM agents are increasingly deployed as systems built around editable external harnesses, including prompts, skills, memories and tools, that shape task execution without changing…

cs.AI2026

Moderation by Interrogation: Uncovering Concealed Intent in Agent Social Networks

Ali Al-Lawati, Nafis Tripto, Abolfazl Ansari +4

The emergence of multi-agent systems introduces novel moderation challenges that extend beyond content filtering. Agents with may contribute content tha…

cs.AI2026

Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems

Shuhua Yang, Jiahao Zhang, Yilong Wang +2

Graph-based retrieval-augmented generation (GraphRAG) systems construct knowledge graphs over document collections to support multi-hop reasoning. While prior work shows that Graph…