Ziyi Ni
Ziyi Ni has 2 papers in our library, in 2026, most of them on Bias, fairness & safety; often with Bo Zhang, Hao Wang, Huacan Wang.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
Affiliations
🎓University of Chinese Academy of SciencesBeijing ·
China2026 · 2 papers🏛️Chinese Academy of SciencesBeijing ·
China2026 · 1 paper🔬Institute of AutomationBeijing ·
China2026 · 1 paper
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workBusiness, Management and Accounting · 1 workLanguage and Linguistics · 1 workManagement of Technology and Innovation · 1 workPolitical Science and International Relations · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Bias, fairness & safety · 1 work
Works by year
2020s
Papers
- P-QuASAR: A Unified Probabilistic Framework for Holistic Patent Quality Assessment and Refinement (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… - SafetyMem: Adaptive Jailbreak Defense via Dual-Component Safety Memory (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
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/ziyi-ni/