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Lewei He

Lewei He has 2 papers in our library, in 2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Jiahui Pan, Fan Liu, Min Zhang.

2 papers in our library · 2026

OpenAlex · ORCID · h-index 9 · 38 works · 148 citations OpenAlex, 2026-10-14

📄 2 works in our library · ⭐ Paper Stars ranking: #13726

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

🎓South China Normal UniversityGuangzhou · China2022–2026 · 16 paperscurrent🎓University of Science and Technology of ChinaHefei · China2010–2014 · 4 papers🎓Lancaster UniversityLancaster · United Kingdom2024–2025 · 2 papers🎓Chongqing UniversityChongqing · China2019 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workHuman-Computer Interaction · 1 work

🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks (2026)
    GUI agent benchmarks tend to fall into two camps. Some are realistic but hard to verify because they depend on MLLM judges or manual checks. Others are verifiable but use simplified, context-free instructions. NaturalGAIA bridges this gap with 276 tasks whose logical backbone is a causal path over a knowledge graph…
  2. Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding (2026)
    Reasoning-oriented LLMs often keep producing chain-of-thought text after the problem is effectively solved.

 Co-authors here

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

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

Updated

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