---
title: "Shirui Pan — papers of 2025 — 1 paper, the most cited first"
description: "Shirui Pan — papers of 2025: 1 paper on Elamur Research, the most cited first — what each work is about in our own words."
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# Shirui Pan — papers of 2025 — 1 paper, the most cited first

1 paper · [all years of Shirui Pan](https://md.research.elamur.ai/free/en/authors/shirui-pan/#years)

**[Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems](https://md.research.elamur.ai/free/en/papers/shen-2025-understanding-information-propagation-effects-communication/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xu Shen, Yixin Liu, Yiwei Dai, et al.*2025 · 15 citations*