Fortnightly Knowledge Graph News Roundup [22 August 2025]
Welcome back to another fortnightly news roundup from around the knowledge graph industry for the week ending on August 22nd, 2025.
Articles, Editorial, & Hot Takes
Game changer? A first look at the Hydra project by Amber Lennox [gdotv blog]
How AI-Powered Relational Knowledge Graph Can Help by Jay Yu [Supply & Demand Chain Executive]
Why Traditional Entity Resolution Techniques Fail at Scale by Gurpinder Dhillon [Senzing blog]
The Rail Industry Embraces Semantics: Insights from the Rail Data Forum 2025 by Vladimir Alexiev [Graphwise blog]
The Weekly Edge: Graph Size Matters, TuringDB, & (Somehow) Guy Fieri [gdotv blog]
Call for Papers, Presentations & More
Call for Speakers: Google DevFest Atlanta | Atlanta, U.S. | Submission deadline: 30 September
Research & Papers
A graph attention network-based multi-agent reinforcement learning framework for robust detection of smart contract vulnerabilities [Scientific Reports]
A universal sampling method based on feature and structural comprehensive proximity measure [Neurocomputing]
Knowledge Graph Events
SEMANTiCS: International Conference on Semantic Systems | Vienna | 3-5 September
NeSy: Conference on Neurosymbolic Learning & Reasoning | Santa Cruz, U.S. | 8-10 September
New York Venture Summit | New York | 9-10 September
ENDORSE: The European Data Conference on Reference Data & Semantics | Brussels | 8-9 October
Google DevFest Atlanta | Atlanta, U.S. | 31 October
ISWC: International Semantic Web Conference | Nara, Japan | 2-6 November
TBC: Taxonomy Boot Camp (co-located with KMWorld) | Washington, D.C. | 17-18 November
K-CAP: International Conference on Knowledge Capture – Dayton, U.S. – 10-12 December
Tech Deep Dive & Applications
How Graph-Powered Supply Chain Improves Sustainability [Neo4j blog]
GeoAI: How GraphRAG Unlocks Complex Geospatial Knowledge [Graphwise blog]
Using Hypermode Agents & Neo4j MCP to Build Agents with Knowledge Graphs [Hypermode blog]
LangExtract: The Open Source Tool for Building Knowledge Graphs [Geeky Gadgets]
I use these productivity tools with NotebookLM to get the best out of it, including a personal knowledge graph [XDA]
Developer’s Guide: How to Build a Knowledge Graph [Neo4j]
Startup & Corporate News
Knowledge Graph-Powered XOPS Raises $40 Million in Funding [The SaaS News]
Knowledge Graph Jobs
Staff Taxonomist | On-site or Remote, New York | Etsy
Sr AI/ML Scientist, Gen AI & Knowledge Graphs | On-site, Palo Alto, U.S. | SAP
Knowledge Graph Engineer | Remote, U.S. | Domyn
Knowledge Graph Engineer | Remote, India | Domyn
Sr ML Engineer, Knowledge Graph | On-site, Seattle | TikTok
ML Engineer, Knowledge Graph | On-site, San Jose | TikTok
Algorithm Engineer, Knowledge Graph | On-site, Singapore | TikTok
Sales Engineer, EMEA | Remote, London | Stardog
Sales Engineer, U.S. West | Remote, U.S. | Stardog
Senior AI Engineer, Applied AI | On-site, Multiple Locations | Balyasny
Senior Full-Stack Engineer, Applied AI | On-site, Multiple Locations | Balyasny
Machine Learning Engineer, Education | Hybrid, Redwood City, U.S. | Chan Zuckerberg Initiative
Sr Machine Learning Engineer, Education | Hybrid, Redwood City, U.S. | Chan Zuckerberg Initiative
Staff Research AI Engineer, Science | Hybrid, Redwood City, U.S. | Chan Zuckerberg Initiative
Staff Software Engineer, AI Security | Hybrid, Redwood City, U.S. | Chan Zuckerberg Initiative
Staff Software Engineer, Data & AI Platforms | Hybrid, Redwood City, U.S. | Chan Zuckerberg Initiative
Sr Staff Data Scientist, Science | Hybrid, Redwood City, U.S. | Chan Zuckerberg Initiative
Data Scientist, AI/ML Data Processing | On-site, Redwood City, U.S. | Chan Zuckerberg Imaging Institute
Machine Learning Scientist | On-site, San Francisco | Chan Zuckerberg Biohub SF
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