Haoyu Wang

AUG 12, 2026 · PREPRINT

Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing

arXiv

This is an unrefereed arXiv preprint proposing a novel machine learning method (HPSE) for knowledge editing in LLMs, with empirical validation across multiple backbones but no peer review or clinical/regulatory outcomes.

AUG 7, 2026 · PREPRINT

Beyond Isolation: Unlocking Reinforcement Learning Component Synergy for Sample-Efficient Continuous Control

arXiv

This is an unrefereed arXiv preprint presenting a systems engineering study of RL components with empirical benchmarking; it has not undergone peer review and lacks the clinical or hard-outcome endpoints needed for stronger evidence grades.

JUL 8, 2026 · JOURNAL ARTICLE

ZIF-8 nanoplatform coordinating Zn2+ overload and STING activation for enhanced prostate cancer immunotherapy.

International Journal of Pharmaceutics: X

Preclinical in vitro and in vivo study of a novel nanoplatform in experimental models; no clinical trials or human data reported; mechanism-focused work showing promise but not yet tested in patients.