--- title: "Xinyu Liu — author profile and papers · Vision & language" description: "Xinyu Liu, Harbin University of Science and Technology: 3 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/xinyu-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xinyu-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xinyu Liu # Xinyu Liu Xinyu Liu has 3 papers in our library, in 2026, most of them on [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Named entity recognition](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Bei Li](https://md.research.elamur.ai/free/en/authors/bei-li/), [Bo Xu](https://md.research.elamur.ai/free/en/authors/bo-xu/), [Jiansheng Wei](https://md.research.elamur.ai/free/en/authors/jiansheng-wei/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139785145) · [**h-index 0**](https://openalex.org/authors/A5139785145) · [3 works](https://openalex.org/works?filter=author.id:A5139785145) · [0 citations](https://openalex.org/works?filter=author.id:A5139785145&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xinyu-liu/#papers) · [⭐ Paper Stars ranking: #13379](https://md.research.elamur.ai/free/en/paper-stars/page/134/#star-13379) 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=Xinyu+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xinyu+Liu) · [dblp](https://dblp.org/search?q=Xinyu+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Xinyu+Liu) ## Affiliations [🎓**Harbin University of Science and Technology** Harbin · China 2025–2026 · 2 papers*current*](https://ror.org/04e6y1282) · [🎓**Donghua University** Shanghai · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/donghua-university/) · [🎓**Northeastern University** Shenyang · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/northeastern-university-cn/) 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 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 6 Research subjects and languages the work is about.[Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/xinyu-liu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Memory-Guided Hard Data Augmentation for Multimodal Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/liu-2026-memory-guided-hard-data-augmentation/)** *(2026)* The paper targets data augmentation for Multimodal Named Entity Recognition (MNER), where images help disambiguate text. 2. **[MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction](https://md.research.elamur.ai/free/en/papers/sun-2026-mpboco-multimodal-prompt-based-boundary/)** *(2026)* Multimodal knowledge graphs must keep pace with social-media streams in which new entity and relation types keep appearing. 3. **[MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks](https://md.research.elamur.ai/free/en/papers/ruan-2026-mtr-suite-framework-evaluating-synthesizing/)** *(2026)* Conversational retrieval decides which evidence a RAG system can use, but its benchmarks have two kinds of flaws. ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Bei Li](https://md.research.elamur.ai/free/en/authors/bei-li/) - [Bo Xu](https://md.research.elamur.ai/free/en/authors/bo-xu/) - [Jiansheng Wei](https://md.research.elamur.ai/free/en/authors/jiansheng-wei/) - [Jingang Wang](https://md.research.elamur.ai/free/en/authors/jingang-wang/) - [Jingbo Zhu](https://md.research.elamur.ai/free/en/authors/jingbo-zhu/) - [Junhao Ruan](https://md.research.elamur.ai/free/en/authors/junhao-ruan/) - [Ming Liu](https://md.research.elamur.ai/free/en/authors/ming-liu/) - [Tong Xiao](https://md.research.elamur.ai/free/en/authors/tong-xiao/) - [Xiaojun Meng](https://md.research.elamur.ai/free/en/authors/xiaojun-meng/) - [Xin Chen](https://md.research.elamur.ai/free/en/authors/xin-chen/) - [Xunliang Cai](https://md.research.elamur.ai/free/en/authors/xunliang-cai/) - [Yang Yu](https://md.research.elamur.ai/free/en/authors/yang-yu/) ## 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/) Updated 1 November 2026