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Graph Neural Network

Papers

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Showing 26–50 of 3598 papers

TitleStatusHype
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein PocketsCode2
Graph Neural Network-based surrogate model for granular flowsCode2
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural NetworkCode2
Rethinking Graph Neural Networks for Anomaly DetectionCode2
RiboDiffusion: Tertiary Structure-based RNA Inverse Folding with Generative Diffusion ModelsCode2
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph PerspectiveCode2
Double Difference Earthquake Location with Graph Neural NetworksCode2
Dynamic GNNs for Precise Seizure Detection and Classification from EEG DataCode2
Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space CoverageCode2
CHGNet: Pretrained universal neural network potential for charge-informed atomistic modelingCode2
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic ForecastingCode2
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic GraphsCode2
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation LearningCode2
A Generalist Neural Algorithmic LearnerCode2
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical FeedbackCode2
GNS: A generalizable Graph Neural Network-based simulator for particulate and fluid modelingCode2
Gradformer: Graph Transformer with Exponential DecayCode2
Graph Neural Networks for Multimodal Single-Cell Data IntegrationCode2
Graph Structure Learning for Robust Graph Neural NetworksCode2
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement LearningCode2
LightGCL: Simple Yet Effective Graph Contrastive Learning for RecommendationCode2
ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity AlignmentCode2
chemtrain-deploy: A parallel and scalable framework for machine learning potentials in million-atom MD simulationsCode2
OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D ReconstructionCode2
DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D ReassemblyCode2
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Benchmark Results

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