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Graph Neural Network

Papers

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Showing 1551–1600 of 3598 papers

TitleStatusHype
SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction—0
Convolutional Learning on Directed Acyclic GraphsCode0
E-TSL: A Continuous Educational Turkish Sign Language Dataset with Baseline Methods—0
Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL—0
CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly DetectionCode0
Intelligent Hybrid Resource Allocation in MEC-assisted RAN Slicing Network—0
ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks—0
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting—0
A Logic for Reasoning About Aggregate-Combine Graph Neural Networks—0
Graph Neural Network Approach to Semantic Type Detection in TablesCode0
Deep Learning Forecasts Caldera Collapse Events at Kilauea Volcano—0
Generating Robust Counterfactual Witnesses for Graph Neural Networks—0
Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks—0
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision—0
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning—0
Fashion Recommendation: Outfit Compatibility using GNNCode0
Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks—0
DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in GraphsCode0
Similarity Equivariant Graph Neural Networks for Homogenization of MetamaterialsCode0
Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network—0
HEroBM: a deep equivariant graph neural network for universal backmapping from coarse-grained to all-atom representationsCode0
Are Graph Embeddings the Panacea? An Empirical Survey from the Data Fitness PerspectiveCode0
Power Failure Cascade Prediction using Graph Neural NetworksCode0
A General Black-box Adversarial Attack on Graph-based Fake News Detectors—0
Digital Twin of Industrial Networked Control System based on Value of Information—0
PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction—0
Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder—0
GRANOLA: Adaptive Normalization for Graph Neural Networks—0
Grasper: A Generalist Pursuer for Pursuit-Evasion ProblemsCode0
End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver—0
Fast Polypharmacy Side Effect Prediction Using Tensor Factorisation—0
Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks—0
Multi-objective generative AI for designing novel brain-targeting small molecules—0
Solving the Tree Containment Problem Using Graph Neural NetworksCode0
DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature NoiseCode0
Relational Prompt-based Pre-trained Language Models for Social Event DetectionCode0
Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis—0
GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks—0
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention—0
Late Breaking Results: Fast System Technology Co-Optimization Framework for Emerging Technology Based on Graph Neural Networks—0
Foundation Models to the Rescue: Deadlock Resolution in Connected Multi-Robot Systems—0
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach—0
Fair Graph Neural Network with Supervised Contrastive Regularization—0
Back to the Future: GNN-based NO_2 Forecasting via Future CovariatesCode0
HOEG: A New Approach for Object-Centric Predictive Process MonitoringCode0
Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks—0
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection—0
Weakly-Supervised 3D Scene Graph Generation via Visual-Linguistic Assisted Pseudo-labelingCode0
Generative-Contrastive Heterogeneous Graph Neural NetworkCode0
First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models—0
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Benchmark Results

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