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Graph Neural Networks

4,522 papers

Papers per year

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Papers

MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs AAAI 2020
Synch-Graph: Multisensory Emotion Recognition Through Neural Synchrony via Graph Convolutional Networks AAAI 2020
Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction AAAI 2020
Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching AAAI 2020
Instance-Adaptive Graph for EEG Emotion Recognition AAAI 2020
Fine-Grained Machine Teaching with Attention Modeling AAAI 2020
Going Deep: Graph Convolutional Ladder-Shape Networks AAAI 2020
Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020
Graph Representations for Higher-Order Logic and Theorem Proving AAAI 2020
COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment AAAI 2020
Kriging Convolutional Networks AAAI 2020
Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching AAAI 2020
A Multi-Scale Approach for Graph Link Prediction AAAI 2020
Exponential Family Graph Embeddings AAAI 2020
Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020
Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting AAAI 2020
Fast and Deep Graph Neural Networks AAAI 2020
An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020
Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020
GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020
Proximity Preserving Binary Code Using Signed Graph-Cut AAAI 2020
Graph Attention Based Proposal 3D ConvNets for Action Detection AAAI 2020
Co-GCN for Multi-View Semi-Supervised Learning AAAI 2020
Neural Graph Embedding for Neural Architecture Search AAAI 2020
Learning Signed Network Embedding via Graph Attention AAAI 2020