A graph transformer with optimized attention scores for node classification
Abstract The message-passing paradigm on graphs has significant advantages in modeling local structures, but still faces challenges in capturing global information and complex relationships. Although the Transformer architecture has become a mainstream approach for nonlocal modeling in many domains,...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-08-01
|
| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-15551-2 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|