--- title: "Shirong Ma — papers of 2025 — 4 papers, the most cited first" description: "Shirong Ma — papers of 2025: 4 papers on Elamur Research, the most cited first — what each work is about in our own words." canonical: "https://research.elamur.ai/free/en/authors/shirong-ma/year/2025/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shirong-ma/year/2025/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Shirong Ma](https://md.research.elamur.ai/free/en/authors/shirong-ma/) / 2025 # Shirong Ma — papers of 2025 — 4 papers, the most cited first 4 papers · [all years of Shirong Ma](https://md.research.elamur.ai/free/en/authors/shirong-ma/#years) **[DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/deepseek-ai-2025-deepseek-r1-incentivizing-reasoning-capability/) [Nature](https://md.research.elamur.ai/free/en/venues/nature/)**DeepSeek-AI, Daya Guo, Dejian Yang, et al.*2025 · 4,728 citations* **[Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures](https://md.research.elamur.ai/free/en/papers/zhao-2025-insights-deepseek-v3-scaling/) [Proceedings - International Symposium on Computer Architecture/Proceedings](https://md.research.elamur.ai/free/en/venues/proceedings-international-symposium-on-computer-architecture-proceedings/)**Chenggang Zhao, Chengqi Deng, Chong Ruan, et al.*2025 · 74 citations* - [Inference-Time Scaling for Generalist Reward Modeling arXiv:2504.02495](https://md.research.elamur.ai/free/en/papers/liu-2025-inference-time-scaling-generalist/) — Zijun Liu, Peiyi Wang, Runxin Xu, et al. · 2025 · 65 citations - [DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning arXiv:2511.22570](https://md.research.elamur.ai/free/en/papers/shao-2025-deepseekmath-v2-self-verifiable/) — Zhihong Shao, Yuxiang Luo, Chengda Lu, et al. · 2025 · 33 citations