Shudong Liu
Shudong Liu has 2 papers in our library, in 2025, most of them on Language models & pretraining, Reasoning; often with Derek F. Wong, Boyang Xue, Chengqi Lyu.
OpenAlex · ORCID · h-index 8 · 51 works · 240 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 30 times in our library · ⭐ Paper Stars ranking: #8401
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 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward (2025 · 16 citations)
Checking whether an LLM's free-form output matches a reference answer is central to benchmarking and to reward signals in RL. - Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models (2025 · 16 citations)
Large Reasoning Models such as OpenAI o1, DeepSeek R1 and QwQ solve hard math and coding problems by producing long chains of thought.
Co-authors here
- Derek F. Wong ×2
- Boyang Xue
- Chengqi Lyu
- Guanhua Chen
- Heng Ji
- Hongru Wang
- Hongwei Liu
- Jianhui Pang
- Junnan Liu
- Kai Chen
- Kam-Fai Wong
- Rui Wang
Venues
Cited by
Updated
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