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20232026
most citedFederated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark

8 citations · 15 across the 30 of their papers we have counts for

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cs.CL2025

Diagnose, Localize, Align: A Full-Stack Framework for Reliable LLM Multi-Agent Systems under Instruction Conflicts

Guancheng Wan, Leixin Sun, Longxu Dou +10

Large Language Model (LLM)-powered multi-agent systems (MAS) have rapidly advanced collaborative reasoning, tool use, and role-specialized coordination in complex tasks. However, r…