Elamur Research⌕
☰
home / authors / Haotian Xu

Haotian Xu

Haotian Xu has 2 papers in our library, in 2023–2025, most of them on Language models & pretraining, Reasoning, Bias, fairness & safety; often with Duzhen Zhang, Guohai Xu, Ji Zhang.

2 papers in our library · 2023–2025

OpenAlex · ORCID · h-index 16 · 89 works · 786 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 194 times in our library · ⭐ Paper Stars ranking: #4543

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

🎓Shandong UniversityJinan · China2022–2026 · 22 paperscurrent🎓University of Science and Technology of ChinaHefei · China2024–2026 · 2 paperscurrent🎓Shanghai Jiao Tong UniversityShanghai · China2019–2025 · 23 papers🔬China Electric Power Research InstituteBeijing2021–2025 · 4 papers🏢Xiaohongshu (Little Red Book)Shanghai2024–2025 · 2 papers🎓Kunming University of Science and TechnologyKunming · China2017–2023 · 2 papers🎓Tsinghua UniversityBeijing · China2017–2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 13 more institutions on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workSafety Research · 1 workSocial Sciences · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 workBias, fairness & safety · 1 work

 Works by year

2020s

20251 paperHaotian Xu's papers of 202520231 paperHaotian Xu's papers of 2023

 Papers

The most cited first (OpenAlex and our library).

  1. From System 1 to System 2: A Survey of Reasoning Large Language Models (2025 · 163 citations)
    Conventional LLMs respond quickly and intuitively, much like the fast "System 1" of dual-process cognitive theory, but they often fail on problems that require careful multi-step analysis.
  2. CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility (2023 · 63 citations)
    Existing Chinese LLM benchmarks such as C-EVAL, M3KE and GAOKAO-Bench mostly test knowledge and reasoning.

 Co-authors here

4 co-authors with a page, the most papers together first.

 Cited by

Papers of our library cite their works 194 times (of the 141,840 papers whose bibliographies we read); 13 citing papers with a page here →.

Updated

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