GraphMAS: A Systematic Benchmark of Multi-Agent Coordination for Graph Learning
LLM-based multi-agent systems coordinate specialized reasoning through aggregation, interaction, and adaptive control, yet their potential for graph learning remains unexplored. Graph learning is a natural setting for such systems because useful evidence may arise from heterogeneous local, long-range, global structural...
Jia-Yi Yang, Yi-Fang Chen, Yuan-Fu Sun et al.
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