Author

Mingming Zhu

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Preprint Aug 2026

MoE Proxy Models for Low-Cost Failure Reproduction and Diagnosis in LLM RL Post-Training

This paper systematically analyzes failures encountered during large-scale RL training on the Huawei Ascend platform, summarizes representative failure types, and identifies three model-side factors relevant to fault reproduction.

Yikai Wang, Chuansai Zhou, Yuhang Zhou et al. · 0 citations

#protein folding Review Open access Aug 2026

Large language models in bioinformatics: a comprehensive survey

This survey reviews the basic principles of LLMs and summarizes representative applications in gene and genome sequence analysis, protein structure and function prediction, and drug design, including virtual screening and personalized medicine.

Zhi-Gang Meng, Zhi-Kai Yang, Mingming Zhu et al. · Frontiers in Genetics · 0 citations