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Graph Neural Network

Papers

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Showing 476–500 of 3598 papers

TitleStatusHype
Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification—0
Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks—0
Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis—0
M^3-Impute: Mask-guided Representation Learning for Missing Value ImputationCode0
HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter—0
Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning—0
Multi-Task Program Error Repair and Explanatory Diagnosis—0
TopoTune : A Framework for Generalized Combinatorial Complex Neural NetworksCode3
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning—0
DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions—0
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection—0
Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud RegistrationCode1
UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA FiltersCode1
Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow—0
Modeling Social Media Recommendation Impacts Using Academic Networks: A Graph Neural Network ApproachCode0
Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer ClassificationCode0
Improving Temporal Link Prediction via Temporal Walk Matrix ProjectionCode1
Self-supervised Spatio-Temporal Graph Mask-Passing Attention Network for Perceptual Importance Prediction of Multi-point Tactility—0
Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks—0
SynthFormer: Equivariant Pharmacophore-based Generation of Synthesizable Molecules for Ligand-Based Drug Design—0
LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences—0
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence LearningCode1
Is uniform expressivity too restrictive? Towards efficient expressivity of graph neural networks—0
Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power—0
Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling—0
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Benchmark Results

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