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20242026
most citedUnlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory

2 citations · 2 across the 8 of their papers we have counts for

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cs.CR2026

Privacy-Preserving Topology-Guided Safety for LLM-Based Multi-Agent Systems via Federated Graph Learning

Jinxi Yu, Eric Hanchen Jiang, Levina Li +6

Topology-guided safeguards for LLM-based multi-agent systems (MAS) train a GNN over the inter-agent communication graph to localize risky agents and intervene on the topology---but…