Author

Le Luo

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Jul 2026

Accountable yet Anonymous AI Agents - Split-Knowledge Binding in National Agent-Identity Layer in China

A national system in China that occupies a different and underexplored point in the same design space: an agent is associated with a verified legal principal without that principal being disclosed to any business-layer participant.

Yifan He, Zhiguang Shan, Le Luo et al. · arXiv.org · 1 citation

Preprint Aug 2026

MISO: Model-Internal-State-Guided Optimization for Ranking Models

Model Internal State Optimization (MISO), a systems workflow that uses model internal states (MIS), including parameters, activations, gradients, and normalization statistics, to prioritize such local optimization decisions.

Yongzhen Zhang, Xiaoyu Deng, Yifan He et al. · 0 citations