Ying Wen
Ying Wen has 4 papers in our library, in 2024–2026, most of them on Reasoning; often with Jun Wang, Muning Wen, Cheng Deng.
OpenAlex · ORCID · Wikidata · h-index 11 · 36 works · 548 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 102 times in our library · ⭐ Paper Stars ranking: #7963
Affiliations
🎓Shanghai Jiao Tong UniversityShanghai ·
China2019–2026 · 92 papers🎓Shanghai Innovation InstituteShanghai ·
China2026 · 8 papers🎓University College LondonLondon ·
United Kingdom2016–2020 · 10 papers🎓University of ManchesterManchester ·
United Kingdom2024 · 2 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksArtificial Intelligence · 4 worksInformation Systems · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
Papers
- DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning (2024 · 50 citations)
Agents built on large language models often fail at automated machine learning because they propose poorly grounded experiment plans and hallucinate, even with GPT-4. - OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models (2024 · 50 citations)
OpenAI's o1 suggested that LLMs reason better when they use extra compute at inference and learn through reinforcement learning. - A Survey of AI Agent Protocols (2025 · 20 citations)
As LLM-based agents spread into areas such as customer support, analytics and healthcare, they still lack a common way to talk to external tools, data sources and one another. - Model-Based Imaginative Planning for Embodied Agents (2026)
Large language models plan well in symbolic domains such as math and code, where transition rules are already absorbed during pretraining.
Co-authors here
- Jun Wang ×2
- Muning Wen ×2
- Cheng Deng
- Haoyi Hu
- Jiachen Zhu
- Jianghao Lin
- Lei Chen
- Linyi Yang
- Lionel Ming-shuan Ni
- Meng Fang
- Ning Li
- Siyuan Guo
Venues
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/ying-wen/