--- title: "Huiping Zhuang — author profile and papers — Elamur Research" description: "Huiping Zhuang, South China University of Technology: 2 papers on Elamur Research (2025–2026), h-index 12 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/huiping-zhuang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/huiping-zhuang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Huiping Zhuang # Huiping Zhuang Huiping Zhuang has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Cen Chen](https://md.research.elamur.ai/free/en/authors/cen-chen/), [Ziqian Zeng](https://md.research.elamur.ai/free/en/authors/ziqian-zeng/), [Hao Peng](https://md.research.elamur.ai/free/en/authors/hao-peng/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5061256037) · [ORCID](https://orcid.org/0000-0002-4612-5445) · [Wikidata](https://www.wikidata.org/wiki/Q131168930) · [**h-index 12**](https://openalex.org/authors/A5061256037) · [117 works](https://openalex.org/works?filter=author.id:A5061256037) · [731 citations](https://openalex.org/works?filter=author.id:A5061256037&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/huiping-zhuang/#papers) · [🔗 Cited 9 times in our library](https://md.research.elamur.ai/free/en/authors/huiping-zhuang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10431](https://md.research.elamur.ai/free/en/paper-stars/page/105/#star-10431) 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=Huiping+Zhuang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Huiping+Zhuang) · [dblp](https://dblp.org/search?q=Huiping+Zhuang) · [ACL Anthology](https://aclanthology.org/search/?q=Huiping+Zhuang) ## Affiliations [🎓**South China University of Technology** Guangzhou · China 2016–2026 · 81 papers*current*](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/) · [🎓**Nanyang Technological University** Singapore · Singapore 2018–2025 · 15 papers](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 7 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/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 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/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/huiping-zhuang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/huiping-zhuang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration](https://md.research.elamur.ai/free/en/papers/zeng-2025-privacyrestore-privacy-preserving-inference-large/)** *(2025 · 13 citations)* Cloud-hosted LLMs receive user queries that may contain sensitive details, such as diagnoses or legal facts. 2. **[MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning](https://md.research.elamur.ai/free/en/papers/zhang-2026-mixkvq-query-aware-mixed-precision/)** *(2026 · 5 citations)* Reasoning-oriented LLMs produce very long Chain-of-Thought outputs, so their KV cache consumes large amounts of GPU memory and bandwidth. ## 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. **[GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task ↗](https://doi.org/10.1109/cvpr52729.2023.00748) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Huiping Zhuang et al.*2023 · 72 citations* 2. **[PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration](https://md.research.elamur.ai/free/en/papers/zeng-2025-privacyrestore-privacy-preserving-inference-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziqian Zeng, Jianwei Wang, Junyao Yang, et al.*2025 · 13 citations* 3. **[MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning](https://md.research.elamur.ai/free/en/papers/zhang-2026-mixkvq-query-aware-mixed-precision/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tao Zhang, Ziqian Zeng, Hao Peng, et al.*2026 · 5 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Cen Chen](https://md.research.elamur.ai/free/en/authors/cen-chen/) ×2 - [Ziqian Zeng](https://md.research.elamur.ai/free/en/authors/ziqian-zeng/) ×2 - [Hao Peng](https://md.research.elamur.ai/free/en/authors/hao-peng/) - [Haoran Li](https://md.research.elamur.ai/free/en/authors/haoran-li/) - [Junyao Yang](https://md.research.elamur.ai/free/en/authors/junyao-yang/) - [Tao Zhang](https://md.research.elamur.ai/free/en/authors/tao-zhang/) - [Zhengdong Lu](https://md.research.elamur.ai/free/en/authors/zhengdong-lu/) ## 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/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ## Cited by Papers of our library cite their works 9 times (of the 149,439 papers whose bibliographies we read); [2 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/huiping-zhuang/cited-by/). Updated 2 November 2026