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Graph Neural Networks

4,522 papers

Papers per year

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Papers

GraphReach: Position-Aware Graph Neural Network using Reachability Estimations IJCAI 2021
Graph Edit Distance Learning via Modeling Optimum Matchings with Constraints IJCAI 2021
GAEN: Graph Attention Evolving Networks IJCAI 2021
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification IJCAI 2021
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021
Heterogeneous Graph Information Bottleneck IJCAI 2021
The Surprising Power of Graph Neural Networks with Random Node Initialization IJCAI 2021
AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction IJCAI 2021
Learning Attributed Graph Representation with Communicative Message Passing Transformer IJCAI 2021
Understanding Structural Vulnerability in Graph Convolutional Networks IJCAI 2021
On Self-Distilling Graph Neural Network IJCAI 2021
Convexified Graph Neural Networks for Distributed Control in Robotic Swarms IJCAI 2021
Graph-Free Knowledge Distillation for Graph Neural Networks IJCAI 2021
DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation IJCAI 2021
UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks IJCAI 2021
RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning IJCAI 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks IJCAI 2021
Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks IJCAI 2021
Graph Filter-based Multi-view Attributed Graph Clustering IJCAI 2021
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion IJCAI 2021
Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks IJCAI 2021
Multi-hop Attention Graph Neural Networks IJCAI 2021
Layer-Assisted Neural Topic Modeling over Document Networks IJCAI 2021
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning IJCAI 2021
Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021