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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Efficient Graph Generation with Graph Recurrent Attention Networks NIPS 2019
Recurrent Kernel Networks NIPS 2019
GNNExplainer: Generating Explanations for Graph Neural Networks NIPS 2019
A Flexible Generative Framework for Graph-based Semi-supervised Learning NIPS 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs NIPS 2019
Conditional Structure Generation through Graph Variational Generative Adversarial Nets NIPS 2019
Universal Invariant and Equivariant Graph Neural Networks NIPS 2019
Semi-Implicit Graph Variational Auto-Encoders NIPS 2019
You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP EMNLP 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation EMNLP 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity EMNLP 2019
Neural Speech Translation using Lattice Transformations and Graph Networks EMNLP 2019
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks EMNLP 2019
Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification EMNLP 2019
Learning to Order Graph Elements with Application to Multilingual Surface Realization EMNLP 2019
Graph-Based Global Reasoning Networks CVPR 2019
Mind Your Neighbours: Image Annotation With Metadata Neighbourhood Graph Co-Attention Networks CVPR 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression CVPR 2019
Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019
Cross-Modal Relationship Inference for Grounding Referring Expressions CVPR 2019
Multi-Label Image Recognition With Graph Convolutional Networks CVPR 2019
Graph Attention Convolution for Point Cloud Semantic Segmentation CVPR 2019
Data Representation and Learning With Graph Diffusion-Embedding Networks CVPR 2019
Semi-Supervised Learning With Graph Learning-Convolutional Networks CVPR 2019
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition CVPR 2019