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Yan-Wen Peng

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#artificial intelligence Preprint Sep 2026

BusMA: A Bus Communication Substrate for Multi-Agent Systems

This work proposes BusMA, a communication framework that allows any agent to address other agents through a shared channel, i.e., the Bus, which consists of agent registration, message routing, and shared memory management components.

Yan-Wen Peng, Delvin Ce Zhang, Xi Wang et al. · 0 citations
Preprint Aug 2026

StateBridge: Training-free Hidden-state Alignment for Latent Communication in LLM Multi-Agent Systems

This work proposes StateBridge, a training-free latent communication approach that aligns the sender's final-layer hidden states to the receiver's input space via a closed-form orthogonal transformation and prepended to the input of the receiver agent as a continuous prefix.

Yan-Wen Peng, Delvin Ce Zhang, Xi Wang et al. · 6 citations

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