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Graph Neural Network

Papers

Showing 34013450 of 3598 papers

TitleStatusHype
Neural Network Branching for Neural Network VerificationCode0
BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein InteractionsCode0
Bregman Graph Neural NetworkCode0
Graphine: A Dataset for Graph-aware Terminology Definition GenerationCode0
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI DataCode0
Graph Fuzzy System: Concepts, Models and AlgorithmsCode0
Towards Expressive Graph RepresentationCode0
Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural NetworkCode0
GraphFM: A Comprehensive Benchmark for Graph Foundation ModelCode0
A Graph Dynamics Prior for Relational InferenceCode0
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image ManipulationCode0
Towards Fine-Grained Explainability for Heterogeneous Graph Neural NetworkCode0
NeuroCUT: A Neural Approach for Robust Graph PartitioningCode0
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine ComprehensionCode0
Are Graph Embeddings the Panacea? An Empirical Survey from the Data Fitness PerspectiveCode0
Unsupervised Community Detection with Modularity-Based Attention ModelCode0
GraphFC: Customs Fraud Detection with Label ScarcityCode0
Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution SystemsCode0
Domain Separation Graph Neural Networks for Saliency Object RankingCode0
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding EvolutionCode0
Domain-adaptive Message Passing Graph Neural NetworkCode0
Subhomogeneous Deep Equilibrium ModelsCode0
N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to MoleculesCode0
Learning the dynamics of a one-dimensional plasma model with graph neural networksCode0
Node Classification in Random TreesCode0
A Recurrent Graph Neural Network for Multi-Relational DataCode0
A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement LearningCode0
DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare DiseasesCode0
Subtractive Aggregation for Attributed Network Anomaly DetectionCode0
SimGNN: A Neural Network Approach to Fast Graph Similarity ComputationCode0
DistrictNet: Decision-aware learning for geographical districtingCode0
GraphDIVE: Graph Classification by Mixture of Diverse ExpertsCode0
Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPUCode0
A Practical Two-stage Ranking Framework for Cross-market RecommendationCode0
Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEGCode0
NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation LearningCode0
Distributed-Order Fractional Graph Operating NetworkCode0
Graph Random Neural Features for Distance-Preserving Graph RepresentationsCode0
Boosting Few-shot Action Recognition with Graph-guided Hybrid MatchingCode0
Non-backtracking Graph Neural NetworksCode0
Non-Euclidean Spatial Graph Neural NetworkCode0
Scale-Aware Graph Neural Network for Few-Shot Semantic SegmentationCode0
Dissimilar Nodes Improve Graph Active LearningCode0
Graph Convolutional Networks with EigenPoolingCode0
Scan2Mesh: From Unstructured Range Scans to 3D MeshesCode0
BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky SocialCode0
Graph Contrastive Learning for Connectome ClassificationCode0
GraphConfRec: A Graph Neural Network-Based Conference Recommender SystemCode0
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease DiagnosisCode0
DisGNet: A Distance Graph Neural Network for Forward Kinematics Learning of Gough-Stewart PlatformCode0
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Benchmark Results

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