Junde Wu
Junde Wu has 3 papers in our library, in 2025, most of them on Reasoning, Language models & pretraining, Dialogue systems; often with Jiayuan Zhu, Min Xu, Yueming Jin.
OpenAlex · ORCID · h-index 15 · 43 works · 1,405 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 34 times in our library · ⭐ Paper Stars ranking: #6235
Affiliations
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksMedicine · 2 worksHealth Informatics · 2 worksComputer Vision and Pattern Recognition · 2 worksBiochemistry, Genetics and Molecular Biology · 1 workMolecular Biology · 1 workInformation Systems · 1 work
🧭 Topics 4Research subjects and languages the work is about.Information retrieval & search · 1 workReasoning · 2 worksLanguage models & pretraining · 1 workDialogue systems · 1 work
Works by year
2020s
Papers
- 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… - 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. - Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning (2025 · 10 citations)
LLMs score at expert level on medical exam benchmarks, but they work poorly as conversational assistants. They often diagnose from the first message without asking follow-up questions. Their reasoning is not tied to trusted clinical sources, and their tone tends to be impersonal. The authors present APP (Ask Patients…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2025 ×2
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
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