🧑‍🔬 Juntao Tan

🏛️ Affiliations

🎓South China Normal UniversityGuangzhou · China2022–2026 · 6 paperscurrent🎓Chongqing Medical UniversityChongqing · China2020–2026 · 4 paperscurrent🎓Nanchang Medical CollegeNanchang · China2026 · 2 paperscurrent🏥First Affiliated Hospital of Jiangxi Medical CollegeNanchang · China2026 · 1 papercurrent🏥Jiangxi Provincial People's HospitalNanchang · China2026 · 1 papercurrent🎓Rutgers, The State University of New JerseyNew Brunswick · United States2021–2025 · 22 papers🏢SalesforceSan Francisco · United States2024–2025 · 12 papers🎓Guangxi Medical UniversityNanning · China2017–2018 · 4 papers🎓University of Science and Technology of ChinaHefei · China2021–2022 · 3 papers

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.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. A-MEM: Agentic Memory for 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 (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
• Tian Lan
• 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): NAACL 2025
• Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 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 →.

Updated 24 October 2026

This page in Markdown → https://md.research.elamur.ai/free/en/authors/juntao-tan/