Author

Y. Sei

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#machine learning Preprint Sep 2026

Beyond the Previous Layer: Residual Predictive Structure in Sparse MoE Routing

Using frozen OLMoE and JetMoE models, residual predictive structure in expert-selection trajectories beyond adjacent-layer persistence is identified, identifying residual predictive structure in expert-selection trajectories beyond adjacent-layer persistence.

Hao Li, Yasuyuki Tahara, Y. Sei · 0 citations

Preprint Aug 2026

Statistical Analysis of Executability and Program Equivalence in Decompilation for IoT Vulnerability Detection

This study provides a statistical evaluation foundation for quantifying implementation defects in IoT devices and a framework that generalizes to quality evaluation of black-box generative models.

Minami Yoda, Jia-Long Li, Yasuyuki Tahara et al. · 0 citations