🧑‍🔬 Yueming Jin

🏛️ Affiliations

🎓National University of SingaporeSingapore · Singapore2023–2026 · 91 papersEmployment since 2023 · Assistant Professor (Presidential Young Professorship), BME&ECEcurrent🎓Chinese University of Hong KongHong Kong · China2015–2026 · 39 papersEducation 2015–2019 · Ph.D., Computer Science and EngineeringEmployment 2019–2021 · Postdoctoral Fellow, Computer Science and Engineeringcurrent🎓University College LondonLondon · United Kingdom2021–2025 · 21 papersEmployment 2021–2023 · Senior Research Fellow, Computer science🔬Wellcome / EPSRC Centre for Interventional and Surgical SciencesLondon · United Kingdom2022–2024 · 10 papers🎓Northeastern UniversityShenyang · China2012–2016 · 3 papersEducation 2012–2015 · B.E., Biomedical Engineering

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation (2025 · 91 citations)
   LLMs used in medicine have two weaknesses. Domain knowledge is too large to fit in a context window, and fine-tuning closed commercial models is often impossible. They may also distort established facts in ways that non-experts cannot easily detect. MedGraphRAG addresses both problems by adapting GraphRAG to the…
2. Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools (2025 · 45 citations)
   Reasoning LLMs trained with outcome-based reinforcement learning do well in math and code, where answers are easy to check.

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJunde Wu et al.2024 · 278 citations
2. Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Junde Wu, Jiayuan Zhu, Yunli Qi, et al.2025 · 91 citations
3. Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic ToolsAnnual Meeting of the Association for Computational Linguistics (ACL)Junde Wu, Jiayuan Zhu, Yuyuan Liu, et al.2025 · 45 citations

🤝 Co-authors here

4 co-authors with a page, the most papers together first.

• Jiayuan Zhu ×2
• Junde Wu ×2
• Min Xu ×2
• Yuyuan Liu

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2025 ×2
• Proceedings of the AAAI Conference on Artificial Intelligence

🔗 Cited by

Papers of our library cite their works 30 times (of the 149,439 papers whose bibliographies we read); 7 citing papers with a page here →.

Updated 31 October 2026

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