--- title: "Zhipeng Xu — author profile and papers — Elamur Research" description: "Zhipeng Xu, North China University of Water Resources and Electric Power: 2 papers on Elamur Research (2026), h-index 10 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/zhipeng-xu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhipeng-xu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhipeng Xu # Zhipeng Xu Zhipeng Xu has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Ge Yu](https://md.research.elamur.ai/free/en/authors/ge-yu/), [Yukun Yan](https://md.research.elamur.ai/free/en/authors/yukun-yan/), [Zhenghao Liu](https://md.research.elamur.ai/free/en/authors/zhenghao-liu/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5100623388) · [ORCID](https://orcid.org/0009-0003-0389-5620) · [**h-index 10**](https://openalex.org/authors/A5100623388) · [51 works](https://openalex.org/works?filter=author.id:A5100623388) · [383 citations](https://openalex.org/works?filter=author.id:A5100623388&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zhipeng-xu/#papers) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11332](https://md.research.elamur.ai/free/en/paper-stars/page/114/#star-11332) 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=Zhipeng+Xu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhipeng+Xu) · [dblp](https://dblp.org/search?q=Zhipeng+Xu) · [ACL Anthology](https://aclanthology.org/search/?q=Zhipeng+Xu) ## Affiliations [🎓**Northeast Forestry University** Harbin · China 2020–2026 · 19 papers*current*](https://ror.org/02yxnh564) · [🎓**Beijing Normal University** Beijing · China 2023–2026 · 7 papers*current*](https://md.research.elamur.ai/free/en/universities/beijing-normal-university/) · [🔬**State Key Joint Laboratory of Environment Simulation and Pollution Control** Beijing · China 2023–2026 · 5 papers*current*](https://ror.org/03ckpzr37) · [🎓**Shandong First Medical University** Jinan · China 2024–2026 · 4 papers*current*](https://ror.org/05jb9pq57) · [🎓**North China University of Water Resources and Electric Power** Zhengzhou · China 2026 · 2 papers*current*](https://ror.org/03acrzv41) · [🏥**Shandong Provincial QianFoShan Hospital** Jinan · China 2024–2026 · 2 papers*current*](https://ror.org/03wnrsb51) · [🎓**Beijing Normal University, Zhuhai** Zhuhai · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/beijing-normal-university-zhuhai/) · [🎓**Northeastern University** Shenyang · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/northeastern-university-cn/) · [🎓**Jiangxi University of Water Resources and Electric Power** Nanchang · China 2019–2020 · 3 papers](https://ror.org/00avfj807) · [🎓**Nanchang Institute of Technology** Nanchang · China 2019–2020 · 3 papers](https://ror.org/032fjc702) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 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 1 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/zhipeng-xu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling](https://md.research.elamur.ai/free/en/papers/xu-2026-thinknote-enhancing-knowledge-integration-utilization/)** *(2026 · 2 citations)* LLMs often struggle to use retrieved external knowledge reliably. Noisy, incomplete or unfamiliar evidence can produce inconsistent answers and hallucinations. ThinkNote addresses this by treating the model as an active builder of knowledge rather than a passive reader of context, drawing on constructivist learning… 2. **[Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling](https://md.research.elamur.ai/free/en/papers/liu-2026-mitigating-judgment-preference-bias-large/)** *(2026)* LLM-based evaluators ("LLM-as-a-Judge") tend to rate their own outputs, or outputs resembling their style, more favorably. ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling](https://md.research.elamur.ai/free/en/papers/xu-2026-thinknote-enhancing-knowledge-integration-utilization/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zhipeng Xu, Zhenghao Liu, Yukun Yan, et al.*2026 · 2 citations* 2. **[Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling](https://md.research.elamur.ai/free/en/papers/liu-2026-mitigating-judgment-preference-bias-large/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shuliang Liu, Zhipeng Xu, Zhenghao Liu, et al.*2026* 3. **[Lang2Act: Fine-Grained Visual Reasoning through Self-Emergent Linguistic Toolchains ↗](https://aclanthology.org/2026.findings-acl.409/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Yuqi Xiong et al.*2026* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Ge Yu](https://md.research.elamur.ai/free/en/authors/ge-yu/) ×2 - [Yukun Yan](https://md.research.elamur.ai/free/en/authors/yukun-yan/) ×2 - [Zhenghao Liu](https://md.research.elamur.ai/free/en/authors/zhenghao-liu/) ×2 - [Chaojun Xiao](https://md.research.elamur.ai/free/en/authors/chaojun-xiao/) - [Chenyan Xiong](https://md.research.elamur.ai/free/en/authors/chenyan-xiong/) - [Chong Chen](https://md.research.elamur.ai/free/en/authors/chong-chen/) - [Huiyuan Xie](https://md.research.elamur.ai/free/en/authors/huiyuan-xie/) - [Minghe Yu](https://md.research.elamur.ai/free/en/authors/minghe-yu/) - [Shi Yu](https://md.research.elamur.ai/free/en/authors/shi-yu/) - [Shuliang Liu](https://md.research.elamur.ai/free/en/authors/shuliang-liu/) - [Shuo Wang](https://md.research.elamur.ai/free/en/authors/shuo-wang/) - [Yu Gu](https://md.research.elamur.ai/free/en/authors/yu-gu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - Findings of the Association for Computational Linguistics: ACL 2026 Updated 1 November 2026