Conflict-Aware Multi-Agent Reasoning via Signed Graph Modeling.

arXiv:2605.19418v2 Announce Type: replace Abstract: LLM-based multi-agent systems (MAS) seek to improve reasoning by combining diverse perspectives from multiple agents. However, aggregation may overlook supportive, contradictory, and uncertain relations among