From Text To Tables: Why Structured Data Is AI’s Next $600B Frontier

Tabular foundation models are the next major unlock for AI adoption, especially in industries sitting on massive databases of ...
Enterprise Times

GraphRAG Won’t Be Democratized Until Data Migration Stops Feeling Like Climbing Everest

Graph database expert Marko Budiselić has some thoughts on why it's time to be more data source ecumenical. Coming from the world of graph technology, ...
IEEE

A Comprehensive Review of Cryptographic Techniques in Federated Learning for Secure Data Sharing and Applications

Abstract: The demand for secure data sharing is growing fast in sensitive domains like healthcare, finance, and IoT. Federated Learning (FL) introduces a decentralised machine learning paradigm ...
UC San Diego Today

Compressed Data Technique Enables Pangenomics at Scale

Engineers at the University of California have developed a new data structure and compression technique that enables the field of pangenomics to handle unprecedented scales of genetic information. The ...
IEEE

A Novel Layer Pruning Method Based on Graph Structure of Feature Representations for Specific Emitter Identification

Abstract: As an emerging method for physical layer security authentication, Specific Emitter Identification (SEI) plays a pivotal role in wireless communication network security. Leveraging its strong ...