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Graph Neural Network

Papers

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Showing 1651–1700 of 3598 papers

TitleStatusHype
Temporal Graph Neural Networks for Irregular DataCode1
CUTS: Neural Causal Discovery from Irregular Time-Series DataCode1
EspalomaCharge: Machine learning-enabled ultra-fast partial charge assignmentCode1
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO SystemsCode1
Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility—0
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations—0
Multiscale Graph Neural Network Autoencoders for Interpretable Scientific Machine Learning—0
Homophily-oriented Heterogeneous Graph Rewiring—0
Learning and Aggregating Lane Graphs for Urban Automated Driving—0
Expediting Distributed DNN Training with Device Topology-Aware Graph Deployment—0
Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised LearningCode1
USER: Unsupervised Structural Entropy-based Robust Graph Neural NetworkCode0
Semi-decentralized Federated Ego Graph Learning for Recommendation—0
On Generalized Degree Fairness in Graph Neural NetworksCode0
Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks—0
Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems through Graph Neural Networks—0
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation—0
An entity-guided text summarization framework with relational heterogeneous graph neural networkCode0
Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNsCode2
An Implicit GNN Solver for Poisson-like problems—0
Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search—0
Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning—0
Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems—0
Show me your NFT and I tell you how it will perform: Multimodal representation learning for NFT selling price prediction—0
Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenesCode0
Causal Lifting and Link Prediction—0
Predicting the Silent Majority on Graphs: Knowledge Transferable Graph Neural NetworkCode1
Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling—0
Predicting Molecule-Target Interaction by Learning Biomedical Network and Molecule Representations—0
Graph Neural Operators for Classification of Spatial Transcriptomics Data—0
Simple yet Effective Gradient-Free Graph Convolutional Networks—0
Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design—0
Company-as-Tribe: Company Financial Risk Assessment on Tribe-Style Graph with Hierarchical Graph Neural NetworksCode1
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks—0
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN)—0
Complete Neural Networks for Complete Euclidean Graphs—0
Graph Neural Network Framework for Security Assessment Informed by Topological Measures—0
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
3D Object Detection in LiDAR Point Clouds using Graph Neural Networks—0
Semantics-enhanced Temporal Graph Networks for Content Popularity Prediction—0
GDBN: a Graph Neural Network Approach to Dynamic Bayesian Network—0
RCsearcher: Reaction Center Identification in Retrosynthesis via Deep Q-Learning—0
Layout-aware Webpage Quality Assessment—0
Task-Agnostic Graph Neural Network Evaluation via Adversarial CollaborationCode0
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks—0
Graph Attention with Hierarchies for Multi-hop Question Answering—0
PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices—0
A Graph Neural Network with Negative Message Passing for Graph Coloring—0
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective—0
Spatio-Temporal Graph Neural Networks: A Survey—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified