Biyu Zhou
Biyu Zhou has 3 papers in our library, in 2026, most of them on Reasoning, Bias, fairness & safety, Language models & pretraining; often with Jizhong Han, Songlin Hu, Xuehai Tang.
OpenAlex · h-index 7 · 47 works · 184 citations OpenAlex, 2026-10-14
Affiliations
🏛️Chinese Academy of SciencesBeijing ·
China2014–2026 · 37 papers🔬Institute of Information EngineeringBeijing ·
China2019–2026 · 34 papers🎓University of Chinese Academy of SciencesBeijing ·
China2014–2024 · 10 papers🔬Institute of Computing TechnologyBeijing ·
China2014–2016 · 4 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Bias, fairness & safety · 2 worksReasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- FABLE: Fine-grained Fact Anchoring for Unstructured Model Editing (2026)
Current unstructured model editing methods, such as UnKE and AnyEdit, can make an LLM reproduce an edited passage in full. - More Thinking, Less Talking: Internalizing Deliberative Safety into LLM Parameters (2026)
Explicit Safety-oriented Chain-of-Thought (SCoT) helps LLMs resist jailbreaks. However, the visible reasoning trace creates its own risks: it can leak harmful details before the model reaches a refusal, and it shows attackers how the model's safety logic works. The authors ask whether the protection of deliberative… - Resolving the Security-Auditability Dilemma with Auditable Latent Chain-of-Thought Alignment (2026)
Reasoning-based safety alignment has LLMs write out their safety deliberation as a Chain-of-Thought (CoT), which makes supervision and auditing possible.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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