--- title: "Ziyi Ni — author profile and papers · Bias, fairness & safety" description: "Ziyi Ni, Chinese Academy of Sciences: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/ziyi-ni/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ziyi-ni/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ziyi Ni # Ziyi Ni Ziyi Ni has 2 papers in our library, in 2026, most of them on [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Bo Zhang](https://md.research.elamur.ai/free/en/authors/bo-zhang/), [Hao Wang](https://md.research.elamur.ai/free/en/authors/hao-wang/), [Huacan Wang](https://md.research.elamur.ai/free/en/authors/huacan-wang/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5130288322) · [**h-index 0**](https://openalex.org/authors/A5130288322) · [3 works](https://openalex.org/works?filter=author.id:A5130288322) · [0 citations](https://openalex.org/works?filter=author.id:A5130288322&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ziyi-ni/#papers) · [⭐ Paper Stars ranking: #14153](https://md.research.elamur.ai/free/en/paper-stars/page/142/#star-14153) 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=Ziyi+Ni) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ziyi+Ni) · [dblp](https://dblp.org/search?q=Ziyi+Ni) · [ACL Anthology](https://aclanthology.org/search/?q=Ziyi+Ni) ## Affiliations [🎓**University of Chinese Academy of Sciences** Beijing · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Automation** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/institute-of-automation/) 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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Business, Management and Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Management of Technology and Innovation · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/management-of-technology-and-innovation/) · [Political Science and International Relations · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/political-science-and-international-relations/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 1 Research subjects and languages the work is about.[Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/ziyi-ni/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[P-QuASAR: A Unified Probabilistic Framework for Holistic Patent Quality Assessment and Refinement](https://md.research.elamur.ai/free/en/papers/song-2026-p-quasar-unified-probabilistic-framework/)** *(2026)* The paper addresses automated quality control of patent specifications. Filings keep growing, and AI drafting tools produce documents with more defects than human-written ones. Existing approaches use citation-style proxies, generic text metrics or binary AI detectors. None of them diagnose specific defects across… 2. **[SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory](https://md.research.elamur.ai/free/en/papers/wang-2026-safetymem-adaptive-jailbreak-defense-dual/)** *(2026)* LLM jailbreak defenses tend to fall into two camps. Methods that change model weights, such as fine-tuning or trained detectors, are costly and slow to adapt. Inference-time filters are flexible, but they start from scratch on every prompt. SafetyMem is a training-free framework that lets a model accumulate defense… ## Co-authors here 5 co-authors with a page, the most papers together first. - [Bo Zhang](https://md.research.elamur.ai/free/en/authors/bo-zhang/) - [Hao Wang](https://md.research.elamur.ai/free/en/authors/hao-wang/) - [Huacan Wang](https://md.research.elamur.ai/free/en/authors/huacan-wang/) - [Lei Sha](https://md.research.elamur.ai/free/en/authors/lei-sha/) - [Xinyuan Song](https://md.research.elamur.ai/free/en/authors/xinyuan-song/) ## 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/) - [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