---
title: "Siyuan Guo — papers of 2024 — 2 papers, the most cited first"
description: "Siyuan Guo — papers of 2024: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Siyuan Guo — papers of 2024 — 2 papers, the most cited first

2 papers · [all years of Siyuan Guo](https://md.research.elamur.ai/free/en/authors/siyuan-guo/#years)

- [DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning arXiv:2402.17453](https://md.research.elamur.ai/free/en/papers/guo-2024-ds-agent-automated-data-science/) — Siyuan Guo, Cheng Deng, Ying Wen, et al. · 2024 · 50 citations
- [Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving arXiv:2405.12205](https://md.research.elamur.ai/free/en/papers/didolkar-2024-metacognitive-capabilities-llms-exploration-mathematical/) — Aniket Didolkar, Anirudh Goyal, Nan Rosemary Ke, et al. · 2024 · 45 citations