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Graph Neural Network

Papers

Showing 29012950 of 3598 papers

TitleStatusHype
Few-Shot Graph Learning for Molecular Property PredictionCode1
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural NetworksCode1
Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels0
SCOUT: Socially-COnsistent and UndersTandable Graph Attention Network for Trajectory Prediction of Vehicles and VRUs0
Large Scale Distributed Collaborative Unlabeled Motion Planning with Graph Policy Gradients0
FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation0
ParaVS: A Simple, Fast, Efficient and Flexible Graph Neural Network Framework for Structure-Based Virtual Screening0
Enhance Information Propagation for Graph Neural Network by Heterogeneous AggregationsCode1
HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web DataCode1
Graph Neural Network to Dilute Outliers for Refactoring Monolith ApplicationCode0
Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network0
Wasserstein Graph Neural Networks for Graphs with Missing Attributes0
Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery0
Noise-robust classification with hypergraph neural network0
Object and Relation Centric Representations for Push Effect Prediction0
[Re] Parameterized Explainer for Graph Neural NetworkCode1
Graph Neural Networks to Predict Customer Satisfaction Following Interactions with a Corporate Call Center0
BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein InteractionsCode0
Embedding Symbolic Temporal Knowledge into Deep Sequential Models0
Graph Neural Network for Traffic Forecasting: A SurveyCode1
Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection0
Calibrating and Improving Graph Contrastive LearningCode0
Learning Parametrised Graph Shift OperatorsCode0
Learn from Concepts: Towards the Purified Memory for Few-shot Learning0
Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNsCode1
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information MechanismCode1
PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular AccessesCode1
Directed Acyclic Graph Neural NetworksCode1
Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network0
Solving QSAT problems with neural MCTS0
Heterogeneous Similarity Graph Neural Network on Electronic Health Records0
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored SearchCode1
BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network0
Label Contrastive Coding based Graph Neural Network for Graph ClassificationCode1
Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated propertiesCode1
HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting MethodCode1
TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking0
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer0
ADiag: Graph Neural Network Based Diagnosis of Alzheimer's Disease0
Safety-Oriented Pedestrian Motion and Scene Occupancy Forecasting0
Node2Seq: Towards Trainable Convolutions in Graph Neural Networks0
Contrastive Learning for Recommender System0
CRSLab: An Open-Source Toolkit for Building Conversational Recommender SystemCode1
Representation Learning of Reconstructed Graphs Using Random Walk Graph Convolutional Network0
Analysing the Update step in Graph Neural Networks via Sparsification0
Learning to Search for Fast Maximum Common Subgraph Detection0
ForceNet: A Graph Neural Network for Large-Scale Quantum Chemistry Simulation0
Differentiable Graph Optimization for Neural Architecture Search0
Iterated graph neural network system0
Graph Neural Network Acceleration via Matrix Dimension Reduction0
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Benchmark Results

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