← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

GraphX-Convolution for Point Cloud Deformation in 2D-to-3D Conversion ICCV 2019
Graph Convolutional Networks for Temporal Action Localization ICCV 2019
Deep Graphical Feature Learning for the Feature Matching Problem ICCV 2019
Visual Semantic Reasoning for Image-Text Matching ICCV 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions ICCV 2019
Learning Combinatorial Embedding Networks for Deep Graph Matching ICCV 2019
LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis ICCV 2019
Hierarchy Parsing for Image Captioning ICCV 2019
ARHNet - Leveraging Community Interaction for Detection of Religious Hate Speech in Arabic ACL 2019
Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution ACL 2019
vGraph: A Generative Model for Joint Community Detection and Node Representation Learning NIPS 2019
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks ICCV 2019
Attention Guided Graph Convolutional Networks for Relation Extraction ACL 2019
Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL 2019
GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction ACL 2019
Encoding Social Information with Graph Convolutional Networks forPolitical Perspective Detection in News Media ACL 2019
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks NIPS 2019
Understanding Attention and Generalization in Graph Neural Networks NIPS 2019
Approximation Ratios of Graph Neural Networks for Combinatorial Problems NIPS 2019
Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology NIPS 2019
Powerset Convolutional Neural Networks NIPS 2019
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks NIPS 2019
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ACL 2019
Tree Communication Models for Sentiment Analysis ACL 2019
A2N: Attending to Neighbors for Knowledge Graph Inference ACL 2019