---
title: "Shengyuan Chen — papers of 2025 — Elamur Research"
description: "Shengyuan Chen — papers of 2025: 3 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/shengyuan-chen/year/2025/"
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# Shengyuan Chen — papers of 2025 — Elamur Research

3 papers · [all years of Shengyuan Chen](https://md.research.elamur.ai/free/en/authors/shengyuan-chen/#years)

- [A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models arXiv:2501.13958](https://md.research.elamur.ai/free/en/papers/zhang-2025-survey-graph-retrieval-augmented-generation/) — Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, et al. · 2025 · 64 citations

**[Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation](https://md.research.elamur.ai/free/en/papers/zhou-2025-taming-language-models-text-attributed/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chuang Zhou, Zhu Wang, Shengyuan Chen, et al.*2025 · 9 citations*

- [You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures arXiv:2508.06105](https://md.research.elamur.ai/free/en/papers/chen-2025-don-t-need-pre-built/) — Shengyuan Chen, Chuang Zhou, Zheng Yuan, et al. · 2025 · 9 citations