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Graph Neural Network

Papers

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Showing 1801–1850 of 3598 papers

TitleStatusHype
MultiModal-Learning for Predicting Molecular Properties: A Framework Based on Image and Graph Structures—0
Hyper-Relational Knowledge Graph Neural Network for Next POI—0
Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization—0
Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation—0
A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning—0
Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network—0
Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction—0
A Social-aware Gaussian Pre-trained Model for Effective Cold-start Recommendation—0
Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks—0
Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD SimulationCode0
Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction—0
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs—0
BHGNN-RT: Network embedding for directed heterogeneous graphsCode0
Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion—0
Complexity-Guided Curriculum Learning for Text Graphs—0
Power grid operational risk assessment using graph neural network surrogates—0
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science—0
Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPs—0
Node Classification in Random TreesCode0
Graph Sparsifications using Neural Network Assisted Monte Carlo Tree SearchCode0
Language Semantic Graph Guided Data-Efficient LearningCode0
Predicting Scientific Impact Through Diffusion, Conformity, and Contribution DisentanglementCode0
Mobility-Induced Graph Learning for WiFi Positioning—0
SceneScore: Learning a Cost Function for Object Arrangement—0
ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network ApproachCode0
Optical Quantum Sensing for Agnostic Environments via Deep Learning—0
Three-dimensional granular flow simulation using graph neural network-based learned simulator—0
Connecting the Dots: Graph Neural Network Powered Ensemble and Classification of Medical ImagesCode0
Interpretable A-posteriori Error Indication for Graph Neural Network Surrogate Models—0
CLAMP: A Contrastive Language And Molecule Pre-training NetworkCode0
Identification of vortex in unstructured mesh with graph neural networks—0
Relational visual representations underlie human social interaction recognitionCode0
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking—0
Reviewing Developments of Graph Convolutional Network Techniques for Recommendation Systems—0
Generative Explanations for Graph Neural Network: Methods and Evaluations—0
Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images—0
Operational risk quantification of power grids using graph neural network surrogates of the DC OPF—0
HKTGNN: Hierarchical Knowledge Transferable Graph Neural Network-based Supply Chain Risk Assessment—0
Edge2Node: Reducing Edge Prediction to Node Classification—0
Distributed Matrix-Based Sampling for Graph Neural Network Training—0
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI DataCode0
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach—0
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based GamesCode0
Pairing-based graph neural network for simulating quantum materials—0
A Systematic Review of Deep Graph Neural Networks: Challenges, Classification, Architectures, Applications & Potential Utility in Bioinformatics—0
ATGNN: Audio Tagging Graph Neural Network—0
Graph Neural Networks for Topological Feature Extraction in ECG Classification—0
Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent—0
Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures—0
Entity Alignment Method of Science and Technology Patent based on Graph Convolution Network and Information Fusion—0
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