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Graph Neural Networks

4,522 papers

Papers per year

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Papers

Simplifying Graph Convolutional Networks ICML 2019
Position-aware Graph Neural Networks ICML 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks ICML 2019
Circuit-GNN: Graph Neural Networks for Distributed Circuit Design ICML 2019
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition ICML 2019
Graph Convolutional Network Hashing for Cross-Modal Retrieval IJCAI 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling IJCAI 2019
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning IJCAI 2019
Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs IJCAI 2019
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity IJCAI 2019
Variational Graph Embedding and Clustering with Laplacian Eigenmaps IJCAI 2019
Extrapolating Paths with Graph Neural Networks IJCAI 2019
iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow IJCAI 2019
Dynamic Hypergraph Neural Networks IJCAI 2019
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks IJCAI 2019
Hierarchical Representation Learning for Bipartite Graphs IJCAI 2019
GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks IJCAI 2019
Exploiting Interaction Links for Node Classification with Deep Graph Neural Networks IJCAI 2019
Discovering Regularities from Traditional Chinese Medicine Prescriptions via Bipartite Embedding Model IJCAI 2019
A Degeneracy Framework for Scalable Graph Autoencoders IJCAI 2019
Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019
Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs IJCAI 2019
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective IJCAI 2019
MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions IJCAI 2019
Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology IJCAI 2019