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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification MIDL 2020
Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description IJCAI 2020
The Graph-based Mutual Attentive Network for Automatic Diagnosis IJCAI 2020
LSGCN: Long Short-Term Traffic Prediction with Graph Convolutional Networks IJCAI 2020
Question Answering by Reasoning Across Documents with Graph Convolutional Networks NAACL 2019
Learning value functions with relational state representations for guiding task-and-motion planning CORL 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering NAACL 2019
Adversarial Examples for Graph Data: Deep Insights into Attack and Defense IJCAI 2019
Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019
Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction NAACL 2019
Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks IJCNLP 2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings IJCNLP 2019
Neural Turtle Graphics for Modeling City Road Layouts ICCV 2019
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning ICCV 2019
DeepGCNs: Can GCNs Go As Deep As CNNs? ICCV 2019
MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences ICCV 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation ICCV 2019
Learning Propagation for Arbitrarily-Structured Data ICCV 2019
Temporal Graph Convolutional Networks for Automatic Seizure Detection MLHC 2019
Learning to Sample Hard Instances for Graph Algorithms ACML 2019
Self-Attention Graph Pooling ICML 2019
Circuit-GNN: Graph Neural Networks for Distributed Circuit Design ICML 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity IJCNLP 2019
TransConv: Relationship Embedding in Social Networks AAAI 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text IJCNLP 2019