---
title: "Rui Yan — papers of 2025 — 4 papers, the most cited first"
description: "Rui Yan — 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/rui-yan/year/2025/"
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# Rui Yan — papers of 2025 — 4 papers, the most cited first

4 papers · [all years of Rui Yan](https://md.research.elamur.ai/free/en/authors/rui-yan/#years)

- [Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy arXiv:2507.01352](https://md.research.elamur.ai/free/en/papers/liu-2025-skywork-reward-v2-scaling/) — Chris Yuhao Liu, Liang Zeng, Yuzhen Xiao, et al. · 2025 · 48 citations

**[The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents](https://md.research.elamur.ai/free/en/papers/liu-2025-stepwise-deception-simulating-evolution-true/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yuhan Liu, Zirui Song, Juntian Zhang, et al.*2025 · 13 citations*

**[MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion](https://md.research.elamur.ai/free/en/papers/pei-2025-mathfusion-enhancing-mathematical-problem-solving/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qizhi Pei, Lijun Wu, Zhuoshi Pan, et al.*2025 · 10 citations*

- [Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs arXiv:2506.19290](https://md.research.elamur.ai/free/en/papers/zeng-2025-skywork-swe-unveiling-data/) — Liang Zeng, Yongcong Li, Yuzhen Xiao, et al. · 2025 · 3 citations