--- title: "Xingyu Zhu · University of Szeged — author profile and papers" description: "Xingyu Zhu, University of Szeged: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/xingyu-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xingyu-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xingyu Zhu # Xingyu Zhu Xingyu Zhu has 2 papers in our library, in 2026, most of them on [Named entity recognition](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Claire Nédellec](https://md.research.elamur.ai/free/en/authors/claire-nedellec/), [Junfeng Fang](https://md.research.elamur.ai/free/en/authors/junfeng-fang/), [Robert Bossy](https://md.research.elamur.ai/free/en/authors/robert-bossy/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5127748408) · [**h-index 0**](https://openalex.org/authors/A5127748408) · [2 works](https://openalex.org/works?filter=author.id:A5127748408) · [0 citations](https://openalex.org/works?filter=author.id:A5127748408&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xingyu-zhu/#papers) · [⭐ Paper Stars ranking: #14022](https://md.research.elamur.ai/free/en/paper-stars/page/141/#star-14022) 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=Xingyu+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xingyu+Zhu) · [dblp](https://dblp.org/search?q=Xingyu+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Xingyu+Zhu) ## Affiliations [🎓**University of Szeged** Szeged · Hungary 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-szeged/) 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 7 The field of science this work belongs to (OpenAlex fields).[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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/xingyu-zhu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation](https://md.research.elamur.ai/free/en/papers/zhu-2026-mitigating-hallucinations-large-vision-language/)** *(2026)* Large vision-language models (LVLMs) often describe things that are not in the image. Representation-editing fixes are cheaper than fine-tuning on curated data, but they tend to damage general output quality, causing repetitive or incoherent text. The authors trace this damage to two causes. First, the extracted… 2. **[SCoNE: a Self-Correcting and Noise-Augmented Method for Complex Biological and Chemical Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/zhu-2026-scone-self-correcting-noise-augmented/)** *(2026)* Generative models for biological and chemical NER can handle entities that tagging schemes struggle with, such as nested and discontinuous mentions. ## Co-authors here 6 co-authors with a page, the most papers together first. - [Claire Nédellec](https://md.research.elamur.ai/free/en/authors/claire-nedellec/) - [Junfeng Fang](https://md.research.elamur.ai/free/en/authors/junfeng-fang/) - [Robert Bossy](https://md.research.elamur.ai/free/en/authors/robert-bossy/) - [Shuo Wang](https://md.research.elamur.ai/free/en/authors/shuo-wang/) - [Xiangnan He](https://md.research.elamur.ai/free/en/authors/xiangnan-he/) - [Yonghui Yang](https://md.research.elamur.ai/free/en/authors/yonghui-yang/) ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) Updated 2 November 2026