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Preprint Jul 2026

Spectral Rewiring for Exploration, Purification, and Model Merging

Subspace-Aligned Rewiring (SAR) shows that extracting reasoning-effective updates from parameter geometry can serve as a training-free mechanism to improve reasoning and multi-domain performance.

Zhilong Zhang, Hongli Yu, Huan Gao et al. · 0 citations
#artificial intelligence Preprint Aug 2026

Open-MOPD: Diagnosing and Fixing Capability Imbalance in Multi-Teacher On-Policy Distillation

Open-MOPD, a principled framework incorporating token-share balancing, gap-aware dynamic budget allocation, and student reward refresh, systematically restore cross-domain balance, elevating headroom recovery from 35.6% to 83.4% in a single deployable student.

Huan Gao, Haohan Chi, Yong Yan et al. · 0 citations