conftrace_
← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4,495 papers

Papers per year

Papers

Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022
Learning from Counterfactual Links for Link Prediction ICML 2022
What Does My GNN Really Capture? On Exploring Internal GNN Representations IJCAI 2022
Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors IJCAI 2022
Biological Instance Segmentation with a Superpixel-Guided Graph IJCAI 2022
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition IJCAI 2022
Emotion-Controllable Generalized Talking Face Generation IJCAI 2022
Hypertron: Explicit Social-Temporal Hypergraph Framework for Multi-Agent Forecasting IJCAI 2022
Plane Geometry Diagram Parsing IJCAI 2022
Hypergraph Structure Learning for Hypergraph Neural Networks IJCAI 2022
Can Abnormality be Detected by Graph Neural Networks? IJCAI 2022
Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification IJCAI 2022
Filtration-Enhanced Graph Transformation IJCAI 2022
Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022
Self-supervised Graph Neural Networks for Multi-behavior Recommendation IJCAI 2022
MERIT: Learning Multi-level Representations on Temporal Graphs IJCAI 2022
GraphDIVE: Graph Classification by Mixture of Diverse Experts IJCAI 2022
End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection IJCAI 2022
A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing IJCAI 2022
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022
RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022
Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022
TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022
TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022
Raising the Bar in Graph-level Anomaly Detection IJCAI 2022