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Graph Neural Network

Papers

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Showing 1051–1100 of 3598 papers

TitleStatusHype
NOMANet: A Graph Neural Network Enabled Power Allocation Scheme for NOMA—0
Graph Neural Network Enabled Pinching Antennas—0
Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation—0
Graph Contrastive Learning for Connectome ClassificationCode0
Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate—0
Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data—0
SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning—0
Learning Semantics-aware Search Operators for Genetic Programming—0
Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach—0
ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels—0
Transferring Graph Neural Networks for Soft Sensor Modeling using Process Topologies—0
Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators—0
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
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
Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models—0
ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks—0
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
Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures—0
Data Center Cooling System Optimization Using Offline Reinforcement Learning—0
Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition—0
Graph Neural Network Based Beamforming and RIS Reflection Design in A Multi-RIS Assisted Wireless Network—0
The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression—0
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications—0
SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids—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
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
Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning—0
A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks—0
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
DeltaGNN: Graph Neural Network with Information Flow ControlCode0
Automated Heterogeneous Network learning with Non-Recursive Message PassingCode0
TransPlace: Transferable Circuit Global Placement via Graph Neural NetworkCode0
Dynamic Localisation of Spatial-Temporal Graph Neural Network—0
Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors—0
Data-Driven Radio Propagation Modeling using Graph Neural Networks—0
LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging—0
MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic PredictionCode0
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Benchmark Results

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