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Graph Neural Network

Papers

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Showing 51–100 of 3598 papers

TitleStatusHype
Deep Learning Weather Models for Subregional Ocean Forecasting: A Case Study on the Canary Current Upwelling System—0
Biological Pathway Guided Gene Selection Through Collaborative Reinforcement LearningCode0
A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants—0
Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG—0
AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution PredictionCode0
Directed Homophily-Aware Graph Neural Network—0
FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit DesignCode1
Visual Loop Closure Detection Through Deep Graph Consensus—0
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal SimulationCode3
Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink—0
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks—0
GraphAU-Pain: Graph-based Action Unit Representation for Pain Intensity Estimation—0
Chordless Structure: A Pathway to Simple and Expressive GNNs—0
Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly DetectionCode0
STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization—0
Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems—0
Joint Relational Database Generation via Graph-Conditional Diffusion Models—0
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial OptimizationCode0
Manipulating Elasto-Plastic Objects With 3D Occupancy and Learning-Based Predictive Control—0
Beyond Node Attention: Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing—0
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps—0
Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling—0
Graph Conditional Flow Matching for Relational Data GenerationCode0
Higher-order Structure Boosts Link Prediction on Temporal Graphs—0
Leveraging Multivariate Long-Term History Representation for Time Series Forecasting—0
Cooperative Causal GraphSAGE—0
Graph Neural Networks Based Anomalous RSSI Detection—0
AdS-GNN -- a Conformally Equivariant Graph Neural Network—0
GraphFLEx: Structure Learning Framework for Large Expanding Graphs—0
Relational Graph TransformerCode2
Learning Repetition-Invariant Representations for Polymer Informatics—0
GNN-Suite: a Graph Neural Network Benchmarking Framework for Biomedical InformaticsCode0
Next Word Suggestion using Graph Neural Network—0
GNN-based Precoder Design and Fine-tuning for Cell-free Massive MIMO with Real-world CSI—0
WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural NetworksCode1
Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs—0
Wireless Link Scheduling with State-Augmented Graph Neural NetworksCode0
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous NetworksCode0
Tagging fully hadronic exotic decays of the vectorlike B quark using a graph neural network—0
Learning Graph Representation of Agent DiffusersCode0
Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data—0
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph LearningCode0
Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition—0
Graph Neural Network Aided Deep Reinforcement Learning for Resource Allocation in Dynamic Terahertz UAV Networks—0
Physics-Assisted and Topology-Informed Deep Learning for Weather PredictionCode1
Spatio-Temporal Graph Neural Network for Urban Spaces: Interpolating Citywide Traffic VolumeCode0
Piecewise Constant Spectral Graph Neural NetworkCode0
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype—0
GNN-enabled Precoding for Massive MIMO LEO Satellite Communications—0
STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis—0
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Benchmark Results

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