--- title: "Zhou Liu · Peking University — author profile and papers" description: "Zhou Liu, Peking University: 3 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/zhou-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhou-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhou Liu # Zhou Liu Zhou Liu has 3 papers in our library, in 2026, most of them on [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Wentao Zhang](https://md.research.elamur.ai/free/en/authors/wentao-zhang/), [Chong Chen](https://md.research.elamur.ai/free/en/authors/chong-chen/), [Guixian Xu](https://md.research.elamur.ai/free/en/authors/guixian-xu/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139737763) · [**h-index 0**](https://openalex.org/authors/A5139737763) · [2 works](https://openalex.org/works?filter=author.id:A5139737763) · [0 citations](https://openalex.org/works?filter=author.id:A5139737763&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/zhou-liu/#papers) · 🔗 Cited 1 time in our library · [⭐ Paper Stars ranking: #12820](https://md.research.elamur.ai/free/en/paper-stars/page/129/#star-12820) 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=Zhou+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhou+Liu) · [dblp](https://dblp.org/search?q=Zhou+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Zhou+Liu) ## Affiliations [🎓**Peking University** Beijing · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Business, Management and Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [Management Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/management-information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/zhou-liu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing](https://md.research.elamur.ai/free/en/papers/zhang-2026-sciflow-bench-evaluating-structure-aware/)** *(2026 · 1 citation)* Text-to-image systems can produce scientific figures that look polished but are logically wrong: they skip steps, invent labels, or point arrows in the wrong direction. 2. **[Reinforcement Learning with Semantic Rewards Enables Low-Resource Language Expansion without Alignment Tax](https://md.research.elamur.ai/free/en/papers/su-2026-reinforcement-learning-semantic-rewards-enables/)** *(2026)* When LLMs are adapted to a poorly supported language, they often lose ground on skills they already had. This is known as the alignment tax. The authors blame supervised fine-tuning (SFT): its token-level likelihood objective forces the model to copy small, skewed datasets, which overwrites pretrained knowledge. They… 3. **[UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data](https://md.research.elamur.ai/free/en/papers/weng-2026-unidatabench-evaluating-data-analytics-agents/)** *(2026)* In business analytics, useful conclusions often require combining several kinds of storage: relational tables, NoSQL collections, and plain-text files. ## Co-authors here 12 co-authors with a page, the most papers together first. - [Wentao Zhang](https://md.research.elamur.ai/free/en/authors/wentao-zhang/) ×3 - [Chong Chen](https://md.research.elamur.ai/free/en/authors/chong-chen/) - [Guixian Xu](https://md.research.elamur.ai/free/en/authors/guixian-xu/) - [Han Weng](https://md.research.elamur.ai/free/en/authors/han-weng/) - [Honglin Lin](https://md.research.elamur.ai/free/en/authors/honglin-lin/) - [Tong Zhang](https://md.research.elamur.ai/free/en/authors/tong-zhang/) - [Xiaolu Zhang](https://md.research.elamur.ai/free/en/authors/xiaolu-zhang/) - [Xing Chen](https://md.research.elamur.ai/free/en/authors/xing-chen/) - [Xuexian Song](https://md.research.elamur.ai/free/en/authors/xuexian-song/) - [Yuanfeng Song](https://md.research.elamur.ai/free/en/authors/yuanfeng-song/) - [Zeli Su](https://md.research.elamur.ai/free/en/authors/zeli-su/) - [Ziyin Zhang](https://md.research.elamur.ai/free/en/authors/ziyin-zhang/) ## 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 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read). Updated 2 November 2026