--- title: "Juntao Tan — author profile and papers — Elamur Research" description: "Juntao Tan, South China Normal University: 2 papers on Elamur Research (2025), h-index 19 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/juntao-tan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/juntao-tan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Juntao Tan # Juntao Tan Juntao Tan has 2 papers in our library, in 2025; often with [Jianguo Zhang](https://md.research.elamur.ai/free/en/authors/jianguo-zhang/), [Tian Lan](https://md.research.elamur.ai/free/en/authors/tian-lan/), [Yongfeng Zhang](https://md.research.elamur.ai/free/en/authors/yongfeng-zhang/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5002064919) · [ORCID](https://orcid.org/0000-0003-3646-933X) · [Wikidata](https://www.wikidata.org/wiki/Q130820343) · [**h-index 19**](https://openalex.org/authors/A5002064919) · [72 works](https://openalex.org/works?filter=author.id:A5002064919) · [1,288 citations](https://openalex.org/works?filter=author.id:A5002064919&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/juntao-tan/#papers) · [🔗 Cited 185 times in our library](https://md.research.elamur.ai/free/en/authors/juntao-tan/cited-by/) · [⭐ Paper Stars ranking: #4483](https://md.research.elamur.ai/free/en/paper-stars/page/45/#star-4483) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Juntao+Tan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Juntao+Tan) · [dblp](https://dblp.org/search?q=Juntao+Tan) · [ACL Anthology](https://aclanthology.org/search/?q=Juntao+Tan) ## Affiliations [🎓**South China Normal University** Guangzhou · China 2022–2026 · 6 papers*current*](https://ror.org/01kq0pv72) · [🎓**Chongqing Medical University** Chongqing · China 2020–2026 · 4 papers*current*](https://ror.org/017z00e58) · [🎓**Nanchang Medical College** Nanchang · China 2026 · 2 papers*current*](https://ror.org/05cgtpd39) · [🏥**First Affiliated Hospital of Jiangxi Medical College** Nanchang · China 2026 · 1 paper*current*](https://ror.org/00g3pqv36) · [🏥**Jiangxi Provincial People's Hospital** Nanchang · China 2026 · 1 paper*current*](https://ror.org/01dspcb60) · [🎓**Rutgers, The State University of New Jersey** New Brunswick · United States 2021–2025 · 22 papers](https://md.research.elamur.ai/free/en/universities/rutgers-the-state-university-of-new-jersey/) · [🏢**Salesforce** San Francisco · United States 2024–2025 · 12 papers](https://md.research.elamur.ai/free/en/companies/salesforce/) · [🎓**Guangxi Medical University** Nanning · China 2017–2018 · 4 papers](https://ror.org/03dveyr97) · [🎓**University of Science and Technology of China** Hefei · China 2021–2022 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) ## Works by year ### 2020s [**2025** 2 papers Juntao Tan's papers of 2025](https://md.research.elamur.ai/free/en/authors/juntao-tan/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[A-MEM: Agentic Memory for LLM Agents](https://md.research.elamur.ai/free/en/papers/xu-2025-mem-agentic-memory-llm-agents/)** *(2025 · 171 citations)* LLM agents need long-term memory to reuse past experience. Existing memory modules mostly just store and fetch records. Even graph-based designs such as Mem0 depend on fixed schemas and on read/write points that developers hard-code into the workflow, which makes them hard to adapt to new tasks. 2. **[xLAM: A Family of Large Action Models to Empower AI Agent Systems](https://md.research.elamur.ai/free/en/papers/zhang-2025-xlam-family-large-action-models/)** *(2025 · 67 citations)* Open-source LLMs lag behind proprietary systems on agent tasks such as tool use. A major cause is that public agent datasets are scarce, inconsistent in format, homogeneous in content, and often noisy, with problems like hallucinated actions or repeated turns. The authors (Salesforce AI) release xLAM, a family of… ## Co-authors here 3 co-authors with a page, the most papers together first. - [Jianguo Zhang](https://md.research.elamur.ai/free/en/authors/jianguo-zhang/) - [Tian Lan](https://md.research.elamur.ai/free/en/authors/tian-lan/) - [Yongfeng Zhang](https://md.research.elamur.ai/free/en/authors/yongfeng-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2025](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2025/) ## Cited by Papers of our library cite their works 185 times (of the 141,840 papers whose bibliographies we read); [2 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/juntao-tan/cited-by/). Updated 24 October 2026