Abstract: Message passing (MP) is crucial for effective graph neural networks (GNNs). Most local message-passing schemes have been shown to underperform on heterophily graphs due to the perturbation ...

Abstract: Recent advancements have facilitated the simultaneous processing of multiple dense prediction tasks, utilizing diverse correlations between these tasks. However, many of these advances ...

Youri Tielemans' assist for John McGinn's second goal in Aston Villa's 3-1 win over Nottingham Forest was glorious, an example of his exceptional passing range. But the Belgian midfielder was involved ...

Israel’s Prime Minister Benjamin Netanyahu sought the help of Russian President Vladimir Putin to relay reassuring messages to Iran that Tel Aviv does not intend to attack it, amid fears of a ...

John Swinney has urged Scots to follow the message of Robert Burns’s Auld Lang Syne and show small acts of kindness in 2026. The First Minister used his New Year message to look ahead to Scotland's ...

Novak Djokovic received the Globe Sports Award in Dubai from the one and only Cristiano Ronaldo. A footballer followed the trophy presentation with a heartfelt tribute, underlining the respect shared ...

In a deeply personal and widely-viewed message this December, King Charles III shared uplifting news about his own cancer journey and delivered a powerful message of hope and encouragement to others ...