Sheng Liu
Sheng Liu has 2 papers in our library, in 2024–2026, most of them on Reasoning; often with James Zou, Joseph Boen, Carlos Guestrin.
OpenAlex · h-index 1 · 2 works · 5 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 84 times in our library · ⭐ Paper Stars ranking: #6816
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 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
Papers
- TextGrad: Automatic "Differentiation" via Text (2024 · 96 citations)
Modern AI applications increasingly chain several LLMs with tools such as simulators, solvers, or search engines. - OctoTools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning (2026 · 5 citations)
LLMs still struggle with hard problems that combine image understanding, specialist knowledge, calculation and several reasoning steps.
Co-authors here
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