Discover the key insights and breakthroughs from Samsung AI Forum 2025, including agentic AI, LLM reasoning, and generative AI safety.

Abstract: Graph matching, as an important query technology, has been widely applied in various fields. With the increasing of graph data, users choose to encrypt a large number of graphs and store ...

Stochastic dynamical systems arise in many scientific fields, such as asset prices in financial markets, neural activity in ...

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 ...

Looking at the Steam Survey data we can see that the percentage of users with 16GB of RAM has steadily declined from 43.12 to ...

This code was tested with PyTorch 2.0.1, cuda 11.8 and torch_geometrics 2.3.1. Note that ${PROJECT_DIR} refers to this directory. The following section outlines the graph-to-graph transformation ...

The recent escalation of tensions between Washington and Caracas, which has led to the United States deploying at least seven warships to the southern Caribbean, can be traced back to a particular day ...

The deep learning-based approaches to Tabular Data Learning (TDL), classification and regression, have shown competing performance, compared to their conventional counterparts. However, the latent ...

1523 ET – Oil futures recover part of the previous day’s losses, helped by a second straight weekly draw in U.S. crude oil inventories and geopolitical risk. Additional U.S. tariffs on Indian goods ...

Feel like summers are hotter than they used to be? It's not just your imagination. Climate researchers say that average annual temperatures around the country have been trending upwards for the past ...