This repository is the implementation of the following paper: Theoretical Insights into Line Graph Transformation on Graph Learning. This project is built on the BREC dataset which includes 400 pairs ...

Abstract: Graph representation learning (GRL) has become a new learning paradigm, supporting a wide range of tasks such as node classification, link prediction, and graph classification. However, the ...

The 2026 World Cup draw will be held before the field is settled in full, as December 5 gives every nation its path to the World Cup Final. The draw will be held on December 5 in Washington, DC, and ...

2026 World Cup takes place from June 11 to July 19 across three host nations; as part of tennis-style seeding pot system, England cannot meet Spain or Argentina any earlier than the semi-finals; World ...

The 2026 World Cup draw on Dec. 5 will reward the four highest-ranked teams -- Spain, Argentina, France and England-- which will be placed in separate sections of a new tennis-style seeded tournament ...

France beat England 2-1 in the quarter-finals of the 2022 World Cup The top four seeded countries will not be able to meet each other until the semi-finals of next year's World Cup for the first time ...

Find out more about the pots and the procedures which will govern the Final Draw on 5 December 2025. On Friday, 5 December, participating teams will find out which pathway they must follow in their ...

Wales, Republic of Ireland and Northern Ireland all now know their path to next summer's World Cup 2026 after the play-off draw. Next March's ties are now set with Wales facing Bosnia and Herzegovina ...

1:03NI boss looks ahead to World Cup play-offs. 00:01:03, play videoNI boss looks ahead to World Cup play-offs 0:33Your favourite NI qualifier memories. 00:00:33, play videoYour favourite NI qualifier ...

JHA Chair, Malcolm Lewis said the industry has had a tough year but needed to draw a line under it and look ahead to 2026 A Jersey hospitality boss has called on the industry to draw a line under ...

The two home nations were placed on the same pathway during Thursday’s 16-team European draw held at FIFA headquarters in Zurich, meaning they will battle each other in a one-off final for a place at ...

The draw for the FIFA World Cup 2026™ Play-Off Tournament, in which six teams will fight it out for two places at next year's global finals, has taken place at the Home of FIFA in Zurich. The Play-Off ...