Guan Wang
Guan Wang has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Reasoning, Bias, fairness & safety; often with Biyu Zhou, Jizhong Han, Songlin Hu.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 147 times in our library · ⭐ Paper Stars ranking: #5925
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksBias, fairness & safety · 2 worksReasoning · 2 works
Works by year
2020s
Papers
- OpenChat: Advancing Open-source Language Models with Mixed-Quality Data (2023 · 174 citations)
Open-source chat models are usually tuned on conversation collections in which a few strong examples are mixed with many weaker ones. - 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.
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