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Graph Neural Networks

4,522 papers

Papers per year

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504
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Papers

Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection AAAI 2023
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023
Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search AAAI 2023
Next POI Recommendation with Dynamic Graph and Explicit Dependency AAAI 2023
Learning to Count Isomorphisms with Graph Neural Networks AAAI 2023
Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023
Deep Graph Structural Infomax AAAI 2023
A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023
Detecting Multivariate Time Series Anomalies with Zero Known Label AAAI 2023
GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM AAAI 2023
Heterogeneous Region Embedding with Prompt Learning AAAI 2023
GRIP: Graph Representation of Immune Repertoire Using Graph Neural Network and Transformer AAAI 2023
HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection AAAI 2023
Deepfake Video Detection via Facial Action Dependencies Estimation AAAI 2023
Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction AAAI 2023
Generalizing Downsampling from Regular Data to Graphs AAAI 2023
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023
FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning AAAI 2023
Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton AAAI 2023
Graph Ordering Attention Networks AAAI 2023
Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023
Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding AAAI 2023
Topological Pooling on Graphs AAAI 2023
Scalable Spatiotemporal Graph Neural Networks AAAI 2023