--- title: "Linhao Yu — author profile and papers — Elamur Research" description: "Linhao Yu, Sinopec: 4 papers on Elamur Research (2023–2026), h-index 19 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/linhao-yu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/linhao-yu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Linhao Yu # Linhao Yu Linhao Yu has 4 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/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Chuang Liu](https://md.research.elamur.ai/free/en/authors/chuang-liu/), [Deyi Xiong](https://md.research.elamur.ai/free/en/authors/deyi-xiong/), [Renren Jin](https://md.research.elamur.ai/free/en/authors/renren-jin/). 4 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5103748862) · [**h-index 19**](https://openalex.org/authors/A5103748862) · [53 works](https://openalex.org/works?filter=author.id:A5103748862) · [850 citations](https://openalex.org/works?filter=author.id:A5103748862&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/linhao-yu/#papers) · [🔗 Cited 168 times in our library](https://md.research.elamur.ai/free/en/authors/linhao-yu/cited-by/) · [⭐ Paper Stars ranking: #5402](https://md.research.elamur.ai/free/en/paper-stars/page/55/#star-5402) 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=Linhao+Yu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Linhao+Yu) · [dblp](https://dblp.org/search?q=Linhao+Yu) · [ACL Anthology](https://aclanthology.org/search/?q=Linhao+Yu) ## Affiliations [🎓**Tianjin University** Tianjin · China 2018–2026 · 28 papers*current*](https://md.research.elamur.ai/free/en/universities/tianjin-university/) · [🏢**Sinopec** Beijing · China 2026 · 1 paper*current*](https://ror.org/0161q6d74) · [🎓**Tianjin University of Technology** Tianjin · China 2015–2019 · 14 papers](https://ror.org/00zbe0w13) · [🔬**Collaborative Innovation Center of Chemical Science and Engineering Tianjin** Tianjin · China 2018–2022 · 12 papers](https://ror.org/0225a5s12) · [🔬**State Key Laboratory of Chemical Engineering** Hangzhou · China 2018–2024 · 7 papers](https://ror.org/05803vc71) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 11 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Cognitive Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/cognitive-neuroscience/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) · [Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 4 Research subjects and languages the work is about.[Evaluation & benchmarks · 3 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/linhao-yu/year/2026/) · [**2023** 2 papers](https://md.research.elamur.ai/free/en/authors/linhao-yu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Evaluating Large Language Models: A Comprehensive Survey](https://md.research.elamur.ai/free/en/papers/guo-2023-evaluating-large-language-models-comprehensive/)** *(2023 · 182 citations)* This survey from Tianjin University (Guo, Jin, Liu et al., 2023) maps the fast-growing field of evaluating large language models. 2. **[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. 3. **[AttnPO: Attention-Guided Process Supervision for Efficient Reasoning](https://md.research.elamur.ai/free/en/papers/nie-2026-attnpo-attention-guided-process-supervision/)** *(2026 · 18 citations)* Reasoning models trained with RLVR tend to overthink, producing long chains of thought with little benefit. 4. **[Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts](https://md.research.elamur.ai/free/en/papers/zheng-2026-beyond-value-benchmarks-measuring-value/)** *(2026 · 1 citation)* Most moral evaluations of LLMs score answers one item at a time. They do not show how a model ranks competing values against each other as a whole system. This paper addresses that gap by adapting Q methodology so that humans and models complete the same task. The authors built a 140-item English Q-set based on… ## Co-authors here 12 of 21 co-authors with a page, the most papers together first. - [Chuang Liu](https://md.research.elamur.ai/free/en/authors/chuang-liu/) ×2 - [Deyi Xiong](https://md.research.elamur.ai/free/en/authors/deyi-xiong/) ×2 - [Renren Jin](https://md.research.elamur.ai/free/en/authors/renren-jin/) ×2 - [Yuqi Ren](https://md.research.elamur.ai/free/en/authors/yuqi-ren/) ×2 - [Bojian Xiong](https://md.research.elamur.ai/free/en/authors/bojian-xiong/) - [Dan Shi](https://md.research.elamur.ai/free/en/authors/dan-shi/) - [Hua Ren Wu](https://md.research.elamur.ai/free/en/authors/hua-ren-wu/) - [Jianxiang Peng](https://md.research.elamur.ai/free/en/authors/jianxiang-peng/) - [Qingqing Lyu](https://md.research.elamur.ai/free/en/authors/qingqing-lyu/) - [Qun Liu](https://md.research.elamur.ai/free/en/authors/qun-liu/) - [Shuaiyi Nie](https://md.research.elamur.ai/free/en/authors/shuaiyi-nie/) - [Tianyu Dong](https://md.research.elamur.ai/free/en/authors/tianyu-dong/) ## 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 168 times (of the 149,439 papers whose bibliographies we read); [44 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/linhao-yu/cited-by/). Updated 1 November 2026