Ruiqi Zhang
Ruiqi Zhang has 2 papers in our library, in 2024; often with Andrea Zanette, Jiahao Qiu, Mengdi Wang.
OpenAlex · h-index 3 · 5 works · 14 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 172 times in our library · ⭐ Paper Stars ranking: #7055
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📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workComputer Networks and Communications · 1 workLanguage and Linguistics · 1 work
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2020s
Papers
- Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning (2024 · 126 citations)
LLMs can memorize private, copyrighted or hazardous content, and retraining from scratch to remove it is usually too expensive. - Fast Best-of-N Decoding via Speculative Rejection (2024 · 50 citations)
Best-of-N aligns an LLM at inference time without retraining. It samples many candidate answers and keeps the one a reward model rates highest. It can rival post-training methods such as RLHF or DPO, but competitive N values run into the thousands, which would need many accelerators. The authors observe that reward…
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