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Graph Neural Network

Papers

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Showing 1201–1250 of 3598 papers

TitleStatusHype
WeaveNet for Approximating Two-sided Matching ProblemsCode0
Open-World Lifelong Graph LearningCode0
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in TextCode0
Pretraining Language Models with Text-Attributed Heterogeneous GraphsCode1
Exploring Graph Neural Networks for Indian Legal Judgment Prediction—0
NeuroCUT: A Neural Approach for Robust Graph PartitioningCode0
Equipping Federated Graph Neural Networks with Structure-aware Group FairnessCode0
Building a Graph-based Deep Learning network model from captured traffic traces—0
Learning Co-Speech Gesture for Multimodal Aphasia Type DetectionCode1
Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation—0
VcT: Visual change Transformer for Remote Sensing Image Change DetectionCode1
Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation—0
Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection—0
Learning visual-based deformable object rearrangement with local graph neural networksCode0
Graph Neural Network approaches for single-cell data: A recent overview—0
Heterophily-Based Graph Neural Network for Imbalanced Classification—0
Infinite Width Graph Neural Networks for Node Regression/ ClassificationCode0
Graph-SCP: Accelerating Set Cover Problems with Graph Neural NetworksCode0
Enhanced sampling of Crystal Nucleation with Graph Representation Learnt Variables—0
GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive TestingCode1
Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS—0
Non-backtracking Graph Neural NetworksCode0
Neural Relational Inference with Fast Modular Meta-learningCode1
TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical SystemsCode1
Tailoring Self-Attention for Graph via Rooted SubtreesCode1
Hybrid Recommendation System using Graph Neural Network and BERT Embeddings—0
Graph Neural Networks for Fast Contingency Analysis of Power Systems—0
AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models—0
Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly DetectionCode0
Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix—0
Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks—0
EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations—0
Graph Neural Network-based EEG Classification: A Survey—0
SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering—0
Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods—0
Score dynamics: scaling molecular dynamics with picoseconds timestep via conditional diffusion modelCode1
Integration of Graph Neural Network and Neural-ODEs for Tumor Dynamic Prediction—0
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural NetworksCode0
Sequential Monte Carlo Graph Convolutional Network for Dynamic Brain Connectivity—0
Physics-Informed Graph Neural Network for Dynamic Reconfiguration of Power Systems—0
GNRK: Graph Neural Runge-Kutta method for solving partial differential equationsCode0
PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property PredictionCode0
Are Graph Neural Networks Optimal Approximation Algorithms?Code1
ResolvNet: A Graph Convolutional Network with multi-scale Consistency—0
Learning State-Augmented Policies for Information Routing in Communication NetworksCode0
Generative Design of inorganic compounds using deep diffusion language models—0
MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph DataCode1
ADMET property prediction through combinations of molecular fingerprintsCode1
Reinforcement Learning for Node Selection in Branch-and-Bound—0
DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
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