--- title: "Peiyi Wang — papers" description: "Peiyi Wang: 6 papers in the Elamur Research library (2024–2025) — our summary of each, its ideas, references and who cites it." canonical: "https://research.elamur.ai/free/en/authors/peiyi-wang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/peiyi-wang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Peiyi Wang # Peiyi Wang 6 papers on this site (2024–2025) [OpenAlex](https://openalex.org/A5058808692) · [ORCID](https://orcid.org/0000-0002-9904-0664) · h-index 39 · 204 works · 5806 citations (openalex-snapshot, 2026-10-14) Profile data from OpenAlex; authors with the same name are not always told apart. - [DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/deepseek-2025-ai-deepseek-r1-incentivizing-reasoning-capability/) — DeepSeek-AI, Daya Guo, Dejian Yang, et al. · 2025 - [DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence](https://md.research.elamur.ai/free/en/papers/deepseek-2024-ai-deepseek-coder-v2-breaking-barrier/) — DeepSeek-AI, Qihao Zhu, Daya Guo, et al. · 2024 - [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://md.research.elamur.ai/free/en/papers/shao-2024-deepseekmath-pushing-limits-mathematical-reasoning/) — Zhihong Shao, Peiyi Wang, Qihao Zhu, et al. · 2024 - [Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations](https://md.research.elamur.ai/free/en/papers/wang-2024-math-shepherd-verify-reinforce-llms/) — Peiyi Wang, Lei Li, Zhihong Shao, et al. · 2024 - [Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models](https://md.research.elamur.ai/free/en/papers/li-2024-multimodal-arxiv-dataset-improving-scientific/) — Lei Li, Yuqi Wang, Runxin Xu, et al. · 2024 - [Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding](https://md.research.elamur.ai/free/en/papers/xia-2024-unlocking-efficiency-large-language-model/) — Heming Xia, Zhe Yang, Qingxiu Dong, et al. · 2024