Author

Yanwen Peng

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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. · 3 citations