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Graph Neural Network

Papers

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Showing 3001–3050 of 3598 papers

TitleStatusHype
Trust but Verify: Assigning Prediction Credibility by Counterfactual Constrained Learning—0
Making Graph Neural Networks Worth It for Low-Data Molecular Machine Learning—0
xFraud: Explainable Fraud Transaction DetectionCode1
Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty—0
AutoGraph: Automated Graph Neural Network—0
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics—0
GRAPHSPY: Fused Program Semantic-Level Embedding via Graph Neural Networks for Dead Store Detection—0
Machine Learning for Phase Behavior in Active Matter Systems—0
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud SegmentationCode0
A Large-Scale Database for Graph Representation LearningCode1
Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular StructuresCode1
Learning to Drop: Robust Graph Neural Network via Topological DenoisingCode1
Using Graph Neural Networks to Reconstruct Ancient Documents—0
Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural NetworkCode1
3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators—0
VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention for Enterprise Distributed Video Streaming SolutionsCode0
Graph Neural Networks for Distributed Linear-Quadratic Control—0
Generation of Human-aware Navigation Maps using Graph Neural Networks—0
Parameterized Explainer for Graph Neural NetworkCode1
Automorphic Equivalence-aware Graph Neural NetworkCode0
Learning Continuous System Dynamics from Irregularly-Sampled Partial ObservationsCode1
Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network—0
ASFGNN: Automated Separated-Federated Graph Neural Network—0
Multi-task learning for electronic structure to predict and explore molecular potential energy surfaces—0
Graph Neural Networks in Recommender Systems: A SurveyCode1
RetroXpert: Decompose Retrosynthesis Prediction like a ChemistCode1
On Self-Distilling Graph Neural Network—0
GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs—0
Sampling and Recovery of Graph Signals based on Graph Neural Networks—0
Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated!—0
Generating Accurate Electronic Health Assessment from Medical Graph—0
Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse RelationsCode0
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company CorrelationsCode1
Knowledge Graph Alignment with Entity-Pair Embedding—0
Text Graph Transformer for Document Classification—0
Watermarking Graph Neural Networks by Random Graphs—0
Improving Cyberbully Detection with User InteractionCode0
Self-supervised Representation Learning for Evolutionary Neural Architecture SearchCode0
Graph Neural Network for Metal Organic Framework Potential Energy Approximation—0
Strongly Incremental Constituency Parsing with Graph Neural NetworksCode1
Contrastive Graph Neural Network ExplanationCode1
Co-embedding of Nodes and Edges with Graph Neural Networks—0
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing—0
Road Accident Proneness Indicator Based On Time, Weather And Location Specificity Using Graph Neural Networks—0
GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis—0
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement LearningCode1
NGAT4Rec: Neighbor-Aware Graph Attention Network For Recommendation—0
Primal-Dual Mesh Convolutional Neural NetworksCode1
Graph Neural Network for Large-Scale Network LocalizationCode1
Rethinking pooling in graph neural networksCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified