SOTAVerified

Graph Neural Network

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 3598 papers

TitleStatusHype
Heterogeneous Graph Pre-training Based Model for Secure and Efficient Prediction of Default Risk Propagation among Bond Issuers—0
Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection—0
Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information—0
GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning—0
DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition—0
Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision—0
FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs—0
Overcoming Class Imbalance: Unified GNN Learning with Structural and Semantic Connectivity Representations—0
ViDTA: Enhanced Drug-Target Affinity Prediction via Virtual Graph Nodes and Attention-based Feature Fusion—0
ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters—0
Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics—0
GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural NetworkCode1
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph RepresentationCode3
NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation LearningCode0
LASE: Learned Adjacency Spectral EmbeddingsCode0
Rethinking Cancer Gene Identification through Graph Anomaly AnalysisCode0
Distributed Cooperative Positioning in Dense Wireless Networks: A Neural Network Enhanced Fast Convergent Parametric Message Passing Method—0
Multi-atlas Ensemble Graph Neural Network Model For Major Depressive Disorder Detection Using Functional MRI Data—0
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-TreesCode0
DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction—0
SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification—0
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information BottleneckCode1
Training Graph Neural Networks Using Non-Robust Samples—0
Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition—0
Investigating Relational State Abstraction in Collaborative MARLCode0
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training—0
Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder ArchitectureCode0
Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach—0
Graph-Guided Textual Explanation Generation Framework—0
WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions—0
Pretrained Event Classification Model for High Energy Physics Analysis—0
A Hybrid Real-Time Framework for Efficient Fussell-Vesely Importance Evaluation Using Virtual Fault Trees and Graph Neural Networks—0
Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization—0
Search Strategy Generation for Branch and Bound Using Genetic Programming—0
Opinion de-polarization of social networks with GNNs—0
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network—0
DistrictNet: Decision-aware learning for geographical districtingCode0
GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC NetworksCode1
Cluster-Enhanced Federated Graph Neural Network for Recommendation—0
GSM: A GNN-based Space-MIMO Framework for Direct-to-Cell Communications—0
Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems—0
Stock Type Prediction Model Based on Hierarchical Graph Neural Network—0
MISFEAT: Feature Selection for Subgroups with Systematic Missing Data—0
GL-Fusion: Rethinking the Combination of Graph Neural Network and Large Language model—0
Long-Term Auto-Regressive Prediction using Lightweight AI Models: Adams-Bashforth Time Integration with Adaptive Multi-Step Rollout—0
Fragmented Layer Grouping in GUI Designs Through Graph Learning Based on Multimodal InformationCode1
Unifying Dual-Space Embedding for Entity Alignment via Contrastive LearningCode0
GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning—0
Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation SystemsCode0
Machine Theory of Mind for Autonomous Cyber-Defence—0
Show:102550
← PrevPage 7 of 72Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified