--- title: "Qingqing Lyu · Zhejiang University — author profile and papers" description: "Qingqing Lyu, Zhejiang University: 3 papers on Elamur Research (2023–2026), h-index 1 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/qingqing-lyu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/qingqing-lyu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Qingqing Lyu # Qingqing Lyu Qingqing Lyu has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Hengwei Liu](https://md.research.elamur.ai/free/en/authors/hengwei-liu/), [Weiming Lu](https://md.research.elamur.ai/free/en/authors/weiming-lu/), [Yin Zhang](https://md.research.elamur.ai/free/en/authors/yin-zhang/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5102514799) · [**h-index 1**](https://openalex.org/authors/A5102514799) · [5 works](https://openalex.org/works?filter=author.id:A5102514799) · [7 citations](https://openalex.org/works?filter=author.id:A5102514799&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/qingqing-lyu/#papers) · [🔗 Cited 27 times in our library](https://md.research.elamur.ai/free/en/authors/qingqing-lyu/cited-by/) · [⭐ Paper Stars ranking: #8307](https://md.research.elamur.ai/free/en/paper-stars/page/84/#star-8307) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Qingqing+Lyu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qingqing+Lyu) · [dblp](https://dblp.org/search?q=Qingqing+Lyu) · [ACL Anthology](https://aclanthology.org/search/?q=Qingqing+Lyu) ## Affiliations [🎓**Zhejiang University** Hangzhou · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) 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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/qingqing-lyu/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/qingqing-lyu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models](https://md.research.elamur.ai/free/en/papers/liu-2023-m3ke-massive-multi-level/)** *(2023 · 34 citations)* Chinese large language models (LLMs) are improving quickly, but there has been no large Chinese benchmark that tests their knowledge the way the Chinese education system does. 2. **[AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs](https://md.research.elamur.ai/free/en/papers/lyu-2026-autotaskeval-domain-specific-fine-grained/)** *(2026)* Static, manually built benchmarks are expensive, cover few tasks, and lose discriminative power as LLMs improve. 3. **[Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/liu-2026-leveraging-outline-optimized-generative-interactions/)** *(2026)* Small language models struggle to produce hierarchical outlines for Wikipedia-style expository articles. Their outlines tend to skip levels, omit important branches and distribute depth poorly. Existing remedies such as STORM, OmniThink or RAPID rely on costly multi-turn LLM interaction or fixed refinement… ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Hengwei Liu](https://md.research.elamur.ai/free/en/authors/hengwei-liu/) ×2 - [Weiming Lu](https://md.research.elamur.ai/free/en/authors/weiming-lu/) ×2 - [Yin Zhang](https://md.research.elamur.ai/free/en/authors/yin-zhang/) ×2 - [Yongliang Shen](https://md.research.elamur.ai/free/en/authors/yongliang-shen/) ×2 - [Chuang Liu](https://md.research.elamur.ai/free/en/authors/chuang-liu/) - [Daoxin Zhang](https://md.research.elamur.ai/free/en/authors/daoxin-zhang/) - [Hao Li](https://md.research.elamur.ai/free/en/authors/hao-li/) - [Jianxiang Peng](https://md.research.elamur.ai/free/en/authors/jianxiang-peng/) - [Linhao Yu](https://md.research.elamur.ai/free/en/authors/linhao-yu/) - [Linjuan Wu](https://md.research.elamur.ai/free/en/authors/linjuan-wu/) - [Qun Liu](https://md.research.elamur.ai/free/en/authors/qun-liu/) - [Renren Jin](https://md.research.elamur.ai/free/en/authors/renren-jin/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 ## Cited by Papers of our library cite their works 27 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/qingqing-lyu/cited-by/). Updated 1 November 2026