Graph Neural Network Features

Graph Neural Network Features is a computational construct that represents node, edge, or graph-level attributes derived through message-passing mechanisms in graph neural networks to encode structural and feature information for downstream learning tasks.

506

Publications

36.2K

Citations

2.2K

Authors

626

Institutions

Publications per year

2017–2026

504

Parents

Graph Feature Engineering

Publications

506

Heterogeneous Graph Attention Network

Xiao Wang, Houye Ji, Chuan Shi et al. · 2019 · 2.9K citations · Full text

Computing, Computer Science, Heterogeneous Computing +13

An End-to-End Deep Learning Architecture for Graph Classification

Muhan Zhang, Zhicheng Cui, Marion Neumann et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.5K citations · Full text

Computing, Computer Science, Feature Engineering +16

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

Tengfei Song, Wenming Zheng, Peng Song et al. · IEEE Transactions on Affective Computing · 2018 · 1.5K citations

Computing, Neuroscience, Feature Engineering +16

Skeleton-Based Action Recognition With Directed Graph Neural Networks

Lei Shi, Yifan Zhang, Jian Cheng et al. · 2019 · 934 citations

Computing, Computer Science, Biomechanics +15

GNNExplainer: Generating Explanations for Graph Neural Networks

Rex Ying, Dylan Bourgeois, Jiaxuan You et al. · arXiv (Cornell University) · 2019 · 698 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

1–5 of 506

Authors

2.2K

XL
Xiaorui Liu
Michigan State University, United States
5 publications · 726 citations
5
h-index
JL
Jure Leskovec
Stanford University, United States
5 publications · 977 citations
5
h-index
KK
Kris Kitani
Carnegie Mellon University, United States
5 publications · 580 citations
5
h-index
PL
Pan Li
Purdue University West Lafayette, United States
5 publications · 270 citations
5
h-index
JT
Jiliang Tang
Michigan State University, United States
5 publications · 726 citations
5
h-index

1–5 of 2.2K

Institutions

626

1–8 of 626

Venues

arXiv (Cornell University)
Repository · 71 publications · 4.1K citations
28
h-index
IEEE Access
12 publications · 536 citations
12
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 11 publications · 2.7K citations
11
h-index
IEEE Transactions on Neural Networks and Learning Systems
11 publications · 512 citations
10
h-index
Briefings in Bioinformatics
9 publications · 633 citations
9
h-index

1–5