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Graph Neural Network

Papers

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Showing 51–100 of 3598 papers

TitleStatusHype
Generating 3D Molecules for Target Protein BindingCode2
TGL: A General Framework for Temporal GNN Training on Billion-Scale GraphsCode2
OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D ReconstructionCode2
Graph Neural Networks for Multimodal Single-Cell Data IntegrationCode2
Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender SystemsCode2
Rotation Invariant Graph Neural Networks using Spin ConvolutionsCode2
The Open Catalyst 2020 (OC20) Dataset and Community ChallengesCode2
Graph Structure Learning for Robust Graph Neural NetworksCode2
Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph EmbeddingsCode1
Refining music sample identification with a self-supervised graph neural networkCode1
FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit DesignCode1
WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural NetworksCode1
Physics-Assisted and Topology-Informed Deep Learning for Weather PredictionCode1
Framework GNN-AID: Graph Neural Network Analysis Interpretation and DefenseCode1
SuperEIO: Self-Supervised Event Feature Learning for Event Inertial OdometryCode1
A Comprehensive Benchmark for RNA 3D Structure-Function ModelingCode1
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational PathologyCode1
InversionGNN: A Dual Path Network for Multi-Property Molecular OptimizationCode1
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera RelocalizationCode1
SE(3)-Equivariant Ternary Complex Prediction Towards Target Protein DegradationCode1
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information BottleneckCode1
SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited LabelsCode1
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic EnvironmentsCode1
UniGraph2: Learning a Unified Embedding Space to Bind Multimodal GraphsCode1
RIGNO: A Graph-based framework for robust and accurate operator learning for PDEs on arbitrary domainsCode1
A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid EstimationCode1
Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion ModelCode1
An Attentive Graph Agent for Topology-Adaptive Cyber DefenceCode1
GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor PressuresCode1
CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random WalksCode1
GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural NetworkCode1
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information BottleneckCode1
GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC NetworksCode1
Fragmented Layer Grouping in GUI Designs Through Graph Learning Based on Multimodal InformationCode1
SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion RecognitionCode1
PerLA: Perceptive 3D Language AssistantCode1
Causal and Local Correlations Based Network for Multivariate Time Series ClassificationCode1
Lie-Equivariant Quantum Graph Neural NetworksCode1
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene UnderstandingCode1
Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money LaunderingCode1
Spiking Graph Neural Network on Riemannian ManifoldsCode1
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain AdaptationCode1
FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of InterpretabilityCode1
Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph ForecastingCode1
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting ApproachCode1
Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud RegistrationCode1
UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA FiltersCode1
Improving Temporal Link Prediction via Temporal Walk Matrix ProjectionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified