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Graph Neural Network

Papers

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Showing 2001–2050 of 3598 papers

TitleStatusHype
Accelerating discrete dislocation dynamics simulations with graph neural networks—0
Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image ClassificationCode1
Neuro-symbolic computing with spiking neural networksCode1
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking?—0
Robust Graph Neural Networks using Weighted Graph LaplacianCode0
Adapting Triplet Importance of Implicit Feedback for Personalized RecommendationCode0
See What the Robot Can't See: Learning Cooperative Perception for Visual NavigationCode0
Graph Neural Network with Local Frame for Molecular Potential Energy SurfaceCode0
Dress Well via Fashion Cognitive Learning—0
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering—0
Graph Neural Networks for Channel DecodingCode1
Using Graph Neural Networks for Program Termination—0
Modelling Social Context for Fake News Detection: A Graph Neural Network Based Approach—0
Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential RecommendationCode0
Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce—0
Learning Hyper Label Model for Programmatic Weak SupervisionCode0
Unsupervised Training for Neural TSP Solver—0
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds—0
SGAT: Simplicial Graph Attention NetworkCode0
Distributed Nonlinear State Estimation in Electric Power Systems using Graph Neural NetworksCode1
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network—0
Beyond Homophily: Structure-aware Path Aggregation Graph Neural NetworkCode1
NeuralNEB -- Neural Networks can find Reaction Paths Fast—0
XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics—0
PoserNet: Refining Relative Camera Poses Exploiting Object DetectionsCode1
Dynamic graph neural network for fake news detection—0
An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management—0
Simplifying Clustering with Graph Neural NetworksCode1
Rewiring Networks for Graph Neural Network Training Using Discrete Geometry—0
GrabQC: Graph based Query Contextualization for automated ICD coding—0
Neural Topological Ordering for Computation Graphs—0
Graph Neural Network Bandits—0
Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture SearchCode1
QT-Routenet: Improved GNN generalization to larger 5G networks by fine-tuning predictions from queueing theoryCode0
A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization—0
Interference-Limited Ultra-Reliable and Low-Latency Communications: Graph Neural Networks or Stochastic Geometry?—0
The Cosmic Graph: Optimal Information Extraction from Large-Scale Structure using CataloguesCode1
Few-Shot Semantic Relation Prediction across Heterogeneous Graphs—0
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods—0
Representation Learning in Continuous-Time Dynamic Signed Networks—0
Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network—0
Simple and Efficient Heterogeneous Graph Neural NetworkCode1
State-Augmented Learnable Algorithms for Resource Management in Wireless NetworksCode1
The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems—0
NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction—0
A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition—0
Scalable Polar Code Construction for Successive Cancellation List Decoding: A Graph Neural Network-Based Approach—0
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition—0
Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question AnsweringCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified