4 citations · 4 across the 4 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.CL2026
Structure-Grounded Knowledge Retrieval via Code Dependencies for Multi-Step Data Reasoning
Xinyi Huang
Selecting the right knowledge is critical when using large language models (LLMs) to solve domain-specific data analysis tasks. However, most retrieval-augmented approaches rely pr…
cs.MA2026
Silo-Bench: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
Yuzhe Zhang, Feiran Liu, Yi Shan +8
Large language models are increasingly deployed in multi-agent systems to overcome context limitations by distributing information across agents. Yet whether agents can reliably co…