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Hengyu Liu

Hengyu Liu has 2 papers in our library, in 2023–2025, most of them on Language models & pretraining, Reasoning; often with Lun Du, Jiayan Guo, Mengyu Zhou.

2 papers in our library · 2023–2025

OpenAlex · ORCID · h-index 21 · 131 works · 1,500 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 71 times in our library · ⭐ Paper Stars ranking: #8721

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

🏢State Grid Liaoning Electric Power CompanyShenyang · China2019–2026 · 14 paperscurrent🎓Sun Yat-sen UniversityGuangzhou · China2020–2026 · 13 paperscurrent🏥The Seventh Affiliated Hospital of Sun Yat-sen UniversityShenzhen · China2021–2026 · 8 paperscurrent🎓Aalborg UniversityAalborg · Denmark2025–2026 · 7 paperscurrent🎓Chinese Academy of Medical Sciences & Peking Union Medical CollegeBeijing · China2026 · 1 papercurrent🎓Liaoning Shihua UniversityFushun · China2026 · 1 papercurrent🏥Peking Union Medical College HospitalBeijing · China2026 · 1 papercurrent🎓University of Illinois Urbana-ChampaignUrbana · United States2026 · 1 papercurrent🎓Northeastern UniversityShenyang · China2016–2024 · 17 papers🎓Shaanxi Normal UniversityXi'an · China2019–2021 · 7 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 38 more institutions on single bylines are not listed.

 Fields, topics and concepts

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

📚 Shelves 6The 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 workComputational Theory and Mathematics · 1 work

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

 Works by year

2020s

20251 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking (2023 · 75 citations)
    Large language models perform well on text, but it is unclear how well they handle graphs, which are central to social network analysis, chemistry, recommendation and knowledge bases.
  2. Autoformalization in the Era of Large Language Models: A Survey (2025 · 11 citations)
    This survey examines how large language models are changing autoformalization, the task of converting informal mathematical statements and proofs into machine-checkable code for proof assistants such as Lean, Coq and Isabelle.

 Co-authors here

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

 Cited by

Papers of our library cite their works 71 times (of the 149,439 papers whose bibliographies we read); 22 citing papers with a page here →.

Updated

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