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Graph Neural Network

Papers

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Showing 3101–3150 of 3598 papers

TitleStatusHype
Contrastive Learning of Structured World ModelsCode0
HyperTrack: Neural Combinatorics for High Energy PhysicsCode0
Hyper-SAGNN: a self-attention based graph neural network for hypergraphsCode0
Context-Aware Visual Compatibility PredictionCode0
Context-aware knowledge graph framework for traffic speed forecasting using graph neural networkCode0
Analyzing the Effect of Sampling in GNNs on Individual FairnessCode0
Local, global and scale-dependent node rolesCode0
ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network ApproachCode0
VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention for Enterprise Distributed Video Streaming SolutionsCode0
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural NetworksCode0
Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural NetworkCode0
Logical Distillation of Graph Neural NetworksCode0
Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly DetectionCode0
LOGIN: A Large Language Model Consulted Graph Neural Network Training FrameworkCode0
AdaGrid: Adaptive Grid Search for Link Prediction Training ObjectiveCode0
Long-Short Distance Graph Neural Networks and Improved Curriculum Learning for Emotion Recognition in ConversationCode0
Hyperbolic Graph Attention NetworkCode0
Solving Graph-based Public Good Games with Tree Search and Imitation LearningCode0
Solving Graph-based Public Goods Games with Tree Search and Imitation LearningCode0
LGIN: Defining an Approximately Powerful Hyperbolic GNNCode0
EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground ForumsCode0
Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message PropagationCode0
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based GamesCode0
HyboWaveNet: Hyperbolic Graph Neural Networks with Multi-Scale Wavelet Transform for Protein-Protein Interaction PredictionCode0
Solving NP-Hard Problems on Graphs with Extended AlphaGo ZeroCode0
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing SystemsCode0
LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path IdentificationCode0
Moment-Matching Graph-Networks for Causal InferenceCode0
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashingCode0
Truck Parking Usage Prediction with Decomposed Graph Neural NetworksCode0
How Curvature Enhance the Adaptation Power of Framelet GCNsCode0
M^3-Impute: Mask-guided Representation Learning for Missing Value ImputationCode0
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge GraphCode0
A Simple and Scalable Graph Neural Network for Large Directed GraphsCode0
Solving the Tree Containment Problem Using Graph Neural NetworksCode0
Reasoning Visual Dialogs with Structural and Partial ObservationsCode0
Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph UnlearningCode0
Machine Learning Meets The Herbrand UniverseCode0
Factor Graph Neural NetworkCode0
Equipping Federated Graph Neural Networks with Structure-aware Group FairnessCode0
RecipeRec: A Heterogeneous Graph Learning Model for Recipe RecommendationCode0
Recognition and reconstruction of cell differentiation patterns with deep learningCode0
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework ApproachCode0
HOEG: A New Approach for Object-Centric Predictive Process MonitoringCode0
Connecting the Dots: Graph Neural Network Powered Ensemble and Classification of Medical ImagesCode0
On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language ProcessingCode0
High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel ApproachCode0
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go ApproximationCode0
Complicated Table Structure RecognitionCode0
Reconstructing Graph Diffusion History from a Single SnapshotCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified