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Inductive Learning

Papers

Showing 125 of 153 papers

TitleStatusHype
Is deep learning necessary for simple classification tasks?Code3
Multi-modal Graph Learning for Disease PredictionCode1
Representation Learning for Attributed Multiplex Heterogeneous NetworkCode1
Joint Inductive and Transductive Learning for Video Object SegmentationCode1
Learning to Learn Better for Video Object SegmentationCode1
Learning to Solve Constraint Satisfaction Problems with Recurrent TransformerCode1
GraphSAINT: Graph Sampling Based Inductive Learning MethodCode1
HGATE: Heterogeneous Graph Attention Auto-EncodersCode1
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node EmbeddingsCode1
FOLD-R++: A Scalable Toolset for Automated Inductive Learning of Default Theories from Mixed DataCode1
funcGNN: A Graph Neural Network Approach to Program SimilarityCode1
FOLD-RM: A Scalable, Efficient, and Explainable Inductive Learning Algorithm for Multi-Category Classification of Mixed DataCode1
Learning to Generate Levels From NothingCode1
INCREASE: Inductive Graph Representation Learning for Spatio-Temporal KrigingCode1
Deep Graph InfomaxCode1
Chronosymbolic Learning: Efficient CHC Solving with Symbolic Reasoning and Inductive LearningCode1
Deep Iterative and Adaptive Learning for Graph Neural NetworksCode1
Inductive Learning on Commonsense Knowledge Graph CompletionCode1
Inductive Relation Prediction by BERTCode1
Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNsCode1
Cross-Node Federated Graph Neural Network for Spatio-Temporal Data ModelingCode1
Facing Changes: Continual Entity Alignment for Growing Knowledge GraphsCode1
Deep Graph Contrastive Representation LearningCode1
Neural Logic MachinesCode1
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