notesum.ai
Published at November 27Perturbation Ontology based Graph Attention Networks
cs.LG
Released Date: November 27, 2024
Authors: Yichen Wang1, Jie Wang2, Fulin Wang3, Xiang Li4, Hao Yin1, Bhiksha Raj5
Aff.: 1Institute of Data and Information, Tsinghua University, Shenzhen, China; 2College of Electronic and Information Engineering, Tongji University, Shanghai, China; 3School of Mathematics and Statistics, Shandong University, Shandong, China; 4Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, USA; 5Language Technologies Institute, Carnegie Mellon University, Pittsburgh, USA
| # Nodes | # N Types | # Edges | # E Types | Target | # Classes | # Task | |
|---|---|---|---|---|---|---|---|
| DBLP | 26,128 | 4 | 119,783 | 3 | author | 4 | LP&NC |
| IMDB-L | 21,420 | 4 | 86,642 | 6 | movie | 4 | NC |
| IMDB-S | 11,616 | 3 | 17,106 | 2 | - | - | LP |
| Freebase | 43,854 | 4 | 151,034 | 6 | movie | 3 | NC |
| AMiner | 55,783 | 3 | 153,676 | 4 | paper | 4 | LP&NC |
| Alibaba | 22,649 | 3 | 45,734 | 5 | - | - | LP |