Yifan Zhou
Yifan Zhou has 2 papers in our library, in 2024–2026, most of them on Reasoning, Language models & pretraining, Evaluation & benchmarks; often with Guancheng Wan, Peng Shu, Yi Pan.
OpenAlex · ORCID · h-index 14 · 41 works · 999 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 48 times in our library · ⭐ Paper Stars ranking: #7343
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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.Reasoning · 2 worksEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Evaluation of OpenAI o1: Opportunities and Challenges of AGI (2024 · 64 citations)
The paper examines how close OpenAI's o1-preview comes to general-purpose intelligence. o1-preview is a model trained with reinforcement learning to work through chain-of-thought reasoning before it answers. A large multi-institution team tested it on 27 task categories, mostly built from public datasets. These span… - Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning (2026 · 6 citations)
Scaling laws are well established for LLM pre-training, but little is known about how they behave when reinforcement learning is applied after pre-training.
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