Elamur Research⌕
☰
home / authors / Siyuan Guo

Siyuan Guo

Siyuan Guo has 2 papers in our library, in 2024, most of them on Language models & pretraining, Reasoning; often with Aniket Didolkar, Anirudh Goyal, Cheng Deng.

2 papers in our library · 2024

OpenAlex · ORCID · h-index 4 · 10 works · 53 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 83 times in our library · ⭐ Paper Stars ranking: #8532

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Beihang UniversityBeijing · China2026 · 2 paperscurrent🎓Harbin Institute of TechnologyHarbin · China2022–2024 · 3 papers🏛️Ministry of Industry and Information TechnologyBeijing · China2022–2024 · 3 papers🎓University of CambridgeCambridge · United Kingdom2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksInformation Systems · 1 workApplied Mathematics · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 workMathematics · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20242 papers

 Papers

The most cited first (OpenAlex and our library).

  1. DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning (2024 · 50 citations)
    Agents built on large language models often fail at automated machine learning because they propose poorly grounded experiment plans and hallucinate, even with GPT-4.
  2. Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving (2024 · 45 citations)
    The authors ask whether large language models have something like metacognitive knowledge, meaning an awareness of which skills a task calls for, and whether that awareness can be used to improve their performance.

 Co-authors here

12 of 13 co-authors with a page, the most papers together first.

 Cited by

Papers of our library cite their works 83 times (of the 149,439 papers whose bibliographies we read); 34 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/siyuan-guo/