This repository contains end-to-end training and evaluation of the SEAL [1] and Graph Auto-Encoder [2] link prediction algorithms on a Chemical Reaction Knowledge Graph built on reactions from USPTO.

# avoid python version conflict --- pyenv brew install pyenv-virtualenv brew install pyenv pyenv install 3.10 pyenv global 3.10 pyenv virtualenv 3.10 UTLParser ...

Abstract: In multichannel electroencephalograph (EEG) emotion recognition, most graph-based studies employ shallow graph model for spatial characteristics learning due to node over-smoothing caused by ...

Abstract: Graph Neural Networks (GNNs), which obtain node embeddings by attribute propagates along graph topology, exhibit significant power in graph-structured data mining. However, graphs in the ...

Graph Neural Networks (GNNs) and GraphRAG don’t “reason”—they navigate complex, open-world financial graphs with traceable, multi-hop evidence. Here’s why BFSI leaders should embrace graph-native AI ...

With more than 50 million redeemed miles under her belt, Becky Pokora is a rewards travel expert. She's been writing about credit cards and reward travel since 2011 with articles on Forbes Advisor, ...

The OPPO Find X9 Pro isn’t official yet, but the company has already started teasing its performance. Zhou Yibao, head of the OPPO Find series, today revealed that the upcoming Find X9 Pro Satellite ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Article Views are the COUNTER-compliant sum of full text article downloads since ...

A critical token validation failure in Microsoft Entra ID (previously Azure Active Directory) could have allowed attackers to impersonate any user, including Global Administrators, across any tenant.

The Rasmussen Reports daily Presidential Tracking Poll for Friday shows that 51% of Likely U.S. Voters approve of President Trump’s job performance. Forty-seven (47%) disapprove. The latest figures ...

The Rasmussen Reports daily Presidential Tracking Poll for Friday shows that 51% of Likely U.S. Voters approve of President Trump’s job performance. Forty-seven (47%) disapprove. The latest figures ...