ALMA datasets elucidate nearby galaxy NGC 1266's massive molecular outflow

By analyzing the archival data from the Atacama Large Millimeter/submillimeter Array (ALMA), an international team of ...
GitHub

A simple, easy-to-hack GraphRAG implementation

😭 GraphRAG is good and powerful, but the official implementation is difficult/painful to read or hack. 😊 This project provides a smaller, faster, cleaner GraphRAG, while remaining the core ...
federalnewsnetwork.com

‘Bedrock’ federal data sets are disappearing, as statistical agencies face upheaval

More than a dozen federal statistical agencies are falling behind on producing high-quality data sets that impact the U.S. economy and government policy. An annual report from the American Statistical ...
IEEE

Automatic Graph Topology-Aware Transformer

Abstract: Existing efforts are dedicated to designing many topologies and graph-aware strategies for the graph Transformer, which greatly improve the model’s representation capabilities. However, ...
IEEE

Counterfactual Data Augmentation With Denoising Diffusion for Graph Anomaly Detection

Abstract: A critical aspect of graph neural networks (GNNs) is to enhance the node representations by aggregating node neighborhood information. However, when detecting anomalies, the representations ...