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Yifan He

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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
Preprint Aug 2026

China RealDID: Verifiable Credentials Anchored in Legal Identity

This work presents China RealDID, a three-layer architecture -- CTID (centralized legal identity), RealDID (decentralized anchor on an open permissioned blockchain), and VCs with SD-JWT-based selective disclosure -- evaluated against five adversary classes and six security goals.

Yifan He · 0 citations

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