Yang Sui
Yang Sui has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning; often with Guanchu Wang, Hongyi Liu, Jiayi Yuan.
OpenAlex · h-index 0 · 1 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 161 times in our library · ⭐ Paper Stars ranking: #6029
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 2 works
Works by year
2020s
Papers
- Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models (2025 · 157 citations)
Reasoning-focused LLMs such as OpenAI o1 and DeepSeek-R1 get better at math and coding by writing long Chain-of-Thought traces. - AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models (2026 · 7 citations)
Distilling reasoning from strong teacher LLMs into non-reasoning students often causes "overthinking": the students produce very long chain-of-thought (CoT) traces even for easy questions, which raises decoding time and cost.
Co-authors here
- Guanchu Wang ×2
- Hongyi Liu ×2
- Jiayi Yuan ×2
- Shaochen Zhong ×2
- Xia Hu ×2
- Yu-Neng Chuang ×2
- Andrew Wen
- Hanjie Chen
- Na Zou
- Tianyi Zhang
- Vipin Chaudhary
- Vladimir Braverman
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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