--- title: "Yonghui Yang — author profile and papers — Elamur Research" description: "Yonghui Yang, Hefei University of Technology: 2 papers on Elamur Research (2026), h-index 14 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/yonghui-yang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yonghui-yang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yonghui Yang # Yonghui Yang Yonghui Yang 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/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Binbin Zheng](https://md.research.elamur.ai/free/en/authors/binbin-zheng/), [Junfeng Fang](https://md.research.elamur.ai/free/en/authors/junfeng-fang/), [Long Bai](https://md.research.elamur.ai/free/en/authors/long-bai/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5065757714) · [ORCID](https://orcid.org/0000-0002-7601-6004) · [Wikidata](https://www.wikidata.org/wiki/Q131162076) · [**h-index 14**](https://openalex.org/authors/A5065757714) · [52 works](https://openalex.org/works?filter=author.id:A5065757714) · [762 citations](https://openalex.org/works?filter=author.id:A5065757714&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yonghui-yang/#papers) · [🔗 Cited 3 times in our library](https://md.research.elamur.ai/free/en/authors/yonghui-yang/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12665](https://md.research.elamur.ai/free/en/paper-stars/page/127/#star-12665) 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=Yonghui+Yang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yonghui+Yang) · [dblp](https://dblp.org/search?q=Yonghui+Yang) · [ACL Anthology](https://aclanthology.org/search/?q=Yonghui+Yang) ## Affiliations [🎓**Hefei University of Technology** Hefei · China 2019–2026 · 24 papersEducation*current*](https://md.research.elamur.ai/free/en/universities/hefei-university-of-technology/) · [🎓**National University of Singapore** Singapore · Singapore 2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🎓**University of Science and Technology Liaoning** Anshan · China 2008–2025 · 10 papers](https://ror.org/03grx7119) · [🎓**National Institute for Environmental Studies** Tsukuba · Japan 2004–2006 · 3 papers](https://ror.org/02hw5fp67) · [🔬**China Academy of Engineering Physics** Mianyang · China 2016–2025 · 2 papers](https://ror.org/039vqpp67) · [🎓**Tsinghua University** Beijing · China 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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 5 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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [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/yonghui-yang/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning](https://md.research.elamur.ai/free/en/papers/zhai-2026-maximizing-local-entropy-where-it/)** *(2026 · 2 citations)* Unlearning methods for LLMs aim to erase private or copyrighted knowledge without retraining. Most of them, such as GA and NPO, push down likelihoods over every token of a response and across the whole vocabulary. This wastes compute and harms general ability. The authors propose PALU (Prefix-Aware Localized… 2. **[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… ## All works 4 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. **[Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization ↗](https://doi.org/10.1145/3404835.3462928) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Yonghui Yang et al.*2021 · 111 citations* 2. **[Joint Item Recommendation and Attribute Inference ↗](https://doi.org/10.1145/3397271.3401144) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Le Wu et al.*2020 · 101 citations* 3. **[Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning](https://md.research.elamur.ai/free/en/papers/zhai-2026-maximizing-local-entropy-where-it/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Naixin Zhai, Pengyang Shao, Binbin Zheng, et al.*2026 · 2 citations* 4. **[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/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xingyu Zhu, Junfeng Fang, Shuo Wang, et al.*2026* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Binbin Zheng](https://md.research.elamur.ai/free/en/authors/binbin-zheng/) - [Junfeng Fang](https://md.research.elamur.ai/free/en/authors/junfeng-fang/) - [Long Bai](https://md.research.elamur.ai/free/en/authors/long-bai/) - [Shuo Wang](https://md.research.elamur.ai/free/en/authors/shuo-wang/) - [Xiangnan He](https://md.research.elamur.ai/free/en/authors/xiangnan-he/) - [Xingyu Zhu](https://md.research.elamur.ai/free/en/authors/xingyu-zhu/) - [Xun Yang](https://md.research.elamur.ai/free/en/authors/xun-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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) ×2 ## Cited by Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/yonghui-yang/cited-by/). Updated 2 November 2026