Scholar
Jonathan Larson
Google Scholar ID: t-I7uoYAAAAJ
Microsoft Research
Citations & Impact
Citations
2,253
H-index
16
i10-index
22
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- - GraphRAG: Unlocking LLM discovery on narrative private data (July 2024 Blog)
- - GraphRAG: New tool for complex data discovery now on GitHub (February 2024 Blog)
- - From Local to Global: A Graph RAG Approach to Query-Focused Summarization (Arxiv)
- - Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic (Management Science, Forthcoming)
Research Experience
- - Leads a research team, focusing on graph machine learning, LLM memory representations, and LLM orchestration
- - GraphRAG: A method for creating LLM generated knowledge graphs and then subsequently using them for information retrieval
- - Organizational Science: Using graph machine learning to better understand human behaviors in large organizational settings
Background
- Jonathan Larson is a Senior Principal Data Architect at Microsoft Research working in Special Projects. He currently leads a research team focused on the intersection of graph machine learning, LLM memory representations, and LLM orchestration.
Co-authors