Dazhen Deng
Dazhen Deng has 2 papers in our library, in 2026, most of them on Language models & pretraining, Knowledge graphs & ontologies, Bias, fairness & safety; often with Sen Yang, Shouling Ji, Xin Wu.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Bias, fairness & safety · 1 workKnowledge graphs & ontologies · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- SpecEdit: A Spectral Approach for Multi-Round Knowledge Editing (2026)
Repeated batch editing of a large language model tends to wear down quality over time. Newly inserted facts are written less reliably, paraphrased queries generalize worse, and neighbouring knowledge gets disturbed. The authors study this in locate-then-edit methods such as MEMIT and AlphaEdit. In these methods, the… - StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation (2026)
LLMs used in specialized fields such as medicine or finance need safety tests, but domain-specific harmful-prompt collections are scarce.
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/dazhen-deng/