---
title: "Fan Yang — papers of 2025 — 6 papers, the most cited first"
description: "Fan Yang — papers of 2025: 6 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Fan Yang — papers of 2025 — 6 papers, the most cited first

6 papers · [all years of Fan Yang](https://md.research.elamur.ai/free/en/authors/fan-yang/#years)

- [rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking arXiv:2501.04519](https://md.research.elamur.ai/free/en/papers/guan-2025-rstar-math-small-llms-can/) — Xinyu Guan, Li Lyna Zhang, Yifei Liu, et al. · 2025 · 146 citations

**[Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?](https://md.research.elamur.ai/free/en/papers/jin-2025-exploring-concept-depth-how-large/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Mingyu Jin, Qinkai Yu, Jingyuan Huang, et al.*2025 · 36 citations*

**[CFBench: A Comprehensive Constraints-Following Benchmark for LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2025-cfbench-comprehensive-constraints-following-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tao Zhang, ChengLIn Zhu, Yanjun Shen, et al.*2025 · 30 citations*

- [Baichuan-M2: Scaling Medical Capability with Large Verifier System arXiv:2509.02208](https://md.research.elamur.ai/free/en/papers/team-2025-m2-baichuan-m2-scaling-medical/) — Chengfeng Dou, Chong Liu, Fan Yang, et al. · 2025 · 19 citations

**[MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification](https://md.research.elamur.ai/free/en/papers/sun-2025-mm-verify-enhancing-multimodal-reasoning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Linzhuang Sun, Hao Liang, Jingxuan Wei, et al.*2025 · 19 citations*

**[rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset](https://md.research.elamur.ai/free/en/papers/liu-2025-rstar-coder-scaling-competitive/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Yifei Liu, Li Lyna Zhang, Yi Zhu, et al.*2025 · 8 citations*