Junnan Dong
Scholar

Junnan Dong

Google Scholar ID: m7_ceMcAAAAJ
Tencent Youtu Lab | HKPolyU
Large Language ModelsGraphRAGAgentKnowledge Graphs
Citations & Impact
All-time
Citations
714
 
H-index
14
 
i10-index
16
 
Publications
20
 
Co-authors
13
list available
Resume (English only)
Academic Achievements
  • Recipient of several awards, including Best Research Postgraduate Student 2025, Tencent ‘Qingyun’ Top Talent Program, Ant Group ‘Ant Star’ Top Talent Program, NeurIPS Scholar Award, etc.; published multiple papers, such as 'Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning'.
Research Experience
  • Senior researcher at Tencent Youtu Lab; involved in and led multiple research projects, such as the development of Youtu-GraphRAG.
Education
  • Ph.D. from The Hong Kong Polytechnic University, Department of Computing, supervised by Prof. Xiao Huang and Prof. Qing Li.
Background
  • Currently a senior researcher at Tencent Youtu Lab, specializing in the research of Large Language Models and LLM-based applications, such as GraphRAG and Agents. Research interests include Large Language Models, Agents, and Knowledge Graphs, especially in exploring GraphRAG and Agents for various domain-specific scenarios.
Miscellany
  • Email: hanson[dot]{last_name}[at]connect[dot]polyu[dot]hk; active on social media platforms like Machine Intelligence, Tencent Cloud, etc.