Qiuzhi Liu
Qiuzhi Liu has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Vision & language; often with Zhaopeng Tu, Dian Yu, Jen-tse Huang.
OpenAlex · ORCID · h-index 2 · 5 works · 4 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 272 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5706
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 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs (2024 · 192 citations)
Reasoning models in the o1 family get better accuracy by writing very long chains of thought. This paper argues that much of that extra test-time compute is wasted. The authors call the waste "overthinking": after a model already has the right answer to a trivial question, it keeps producing new solution attempts.… - Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs (2025 · 6 citations)
The paper investigates how multimodal LLMs behave when an image contradicts everyday commonsense they absorbed during training.
All works
- Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMsarXiv:2412.21187Xingyu Chen, Jiahao Xu, Tian Liang, et al.2024 · 192 citations
- DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning ↗arXiv:2504.11456 · no summary yetZhiwei He et al.2025 · 78 citations
- Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan, et al.2025 · 6 citations
Co-authors here
- Zhaopeng Tu ×2
- Dian Yu
- Jen-tse Huang
- Jiahao Xu
- Jianhui Pang
- Linfeng Song
- Pinjia He
- Rui Wang
- Tian Liang
- Wenxuan Wang
- Xiaoyuan Liu
- Xingyu Chen
Venues
Cited by
Updated
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