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Graph Neural Network

Papers

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Showing 1301–1350 of 3598 papers

TitleStatusHype
DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks—0
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational InferenceCode0
Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach—0
Effective Illicit Account Detection on Large Cryptocurrency MultiGraphsCode0
ReOnto: A Neuro-Symbolic Approach for Biomedical Relation ExtractionCode0
SEPAL: Spatial Gene Expression Prediction from Local GraphsCode1
A Locality-based Neural Solver for Optical Motion CaptureCode1
Pose-Graph Attentional Graph Neural Network for Lidar Place RecognitionCode1
CktGNN: Circuit Graph Neural Network for Electronic Design AutomationCode1
Domain-adaptive Message Passing Graph Neural NetworkCode0
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR ImagesCode0
Spatial Graph Coarsening: Weather and Weekday Prediction with London's Bike-Sharing Service using GNN—0
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting—0
An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training—0
Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message PropagationCode0
HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural NetworksCode1
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery—0
Building explainable graph neural network by sparse learning for the drug-protein binding predictionCode0
A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement LearningCode0
Will More Expressive Graph Neural Networks do Better on Generative Tasks?—0
Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based ClassificationCode1
MolGrapher: Graph-based Visual Recognition of Chemical StructuresCode1
Pose Modulated Avatars from Video—0
ST-RAP: A Spatio-Temporal Framework for Real Estate AppraisalCode1
Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification—0
Imputing Brain Measurements Across Data Sets via Graph Neural NetworksCode0
GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism—0
Boosting Few-shot Action Recognition with Graph-guided Hybrid MatchingCode0
Graph Neural Network Backend for Speaker Recognition—0
Interpretable Graph Neural Networks for Tabular DataCode0
S-Mixup: Structural Mixup for Graph Neural NetworksCode1
DeSCo: Towards Generalizable and Scalable Deep Subgraph CountingCode1
Graph Out-of-Distribution Generalization with Controllable Data Augmentation—0
SR-HGN: semantic- and relation-aware heterogeneous graph neural networkCode1
Decentralized Graph Neural Network for Privacy-Preserving Recommendation—0
Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks—0
RLSAC: Reinforcement Learning enhanced Sample Consensus for End-to-End Robust EstimationCode1
Cross-heterogeneity Graph Few-shot Learning—0
Differentially Private Graph Neural Network with Importance-Grained Noise Adaption—0
Kairos: Practical Intrusion Detection and Investigation using Whole-system ProvenanceCode1
Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors—0
Semantic Interpretation and Validation of Graph Attention-based Explanations for GNN Models—0
Predicting Drug-Drug Interactions Using Knowledge Graphs—0
Learning a Graph Neural Network with Cross Modality Interaction for Image FusionCode1
Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation—0
Local Structure-aware Graph Contrastive Representation Learning—0
SEM-GAT: Explainable Semantic Pose Estimation using Learned Graph AttentionCode0
A Graphical Approach to Document Layout AnalysisCode0
Tango: rethinking quantization for graph neural network training on GPUs—0
Factor Graph Neural Networks—0
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