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Graph Neural Network

Papers

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Showing 251–300 of 3598 papers

TitleStatusHype
Contrastive Token-level Explanations for Graph-based Rumour Detection—0
Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq dataCode0
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease DiagnosisCode0
MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning—0
Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCbCode0
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic EnvironmentsCode1
GFM-RAG: Graph Foundation Model for Retrieval Augmented GenerationCode3
UniGraph2: Learning a Unified Embedding Space to Bind Multimodal GraphsCode1
Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks—0
Converting Transformers into DGNNs FormCode0
Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration—0
RIGNO: A Graph-based framework for robust and accurate operator learning for PDEs on arbitrary domainsCode1
Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models—0
ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks—0
A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid EstimationCode1
Hypergraph Diffusion for High-Order Recommender Systems—0
Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting—0
GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design—0
Graph Neural Network Based Hybrid Beamforming Design in Wideband Terahertz MIMO-OFDM Systems—0
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space—0
Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion ModelCode1
Data Center Cooling System Optimization Using Offline Reinforcement Learning—0
Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures—0
Graph Neural Network Based Beamforming and RIS Reflection Design in A Multi-RIS Assisted Wireless Network—0
An Attentive Graph Agent for Topology-Adaptive Cyber DefenceCode1
Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition—0
The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression—0
SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids—0
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications—0
Fast instance-specific algorithm configuration with graph neural network—0
Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning—0
CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random WalksCode1
GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor PressuresCode1
Combining imaging and shape features for prediction tasks of Alzheimer's disease classification and brain age regression—0
Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems—0
A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks—0
Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning—0
Automated Heterogeneous Network learning with Non-Recursive Message PassingCode0
Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization—0
Efficient Transition State Searches by Freezing String Method with Graph Neural Network Potentials—0
TransPlace: Transferable Circuit Global Placement via Graph Neural NetworkCode0
DeltaGNN: Graph Neural Network with Information Flow ControlCode0
Data-Driven Radio Propagation Modeling using Graph Neural Networks—0
Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors—0
Dynamic Localisation of Spatial-Temporal Graph Neural Network—0
LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging—0
MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic PredictionCode0
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks—0
LightGNN: Simple Graph Neural Network for RecommendationCode2
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation—0
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Benchmark Results

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1air0S1—Unverified