Tiantian Fan
Tiantian Fan has 2 papers in our library, in 2025, most of them on Language models & pretraining, Reasoning; often with Lingjun Liu, Xin Liu, Yu Yue.
OpenAlex · h-index 1 · 2 works · 23 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 678 times in our library · ⭐ Paper Stars ranking: #2776
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Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksLanguage and Linguistics · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksMathematics · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- DAPO: An Open-Source LLM Reinforcement Learning System at Scale (2025 · 634 citations)
Reasoning-focused LLMs such as OpenAI o1 and DeepSeek R1 get much of their ability from large-scale reinforcement learning, but their reports leave out the training details that matter, so others have struggled to reproduce the results. - Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning (2025 · 61 citations)
Seed1.5-Thinking is a reasoning model from ByteDance Seed. It works through an extended chain of thought before giving its answer. The authors identify three factors behind strong reasoning models: training data, a stable RL algorithm and scalable RL infrastructure.
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