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Graph Neural Network

Papers

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Showing 151–200 of 3598 papers

TitleStatusHype
Geometric Reasoning in the Embedding Space—0
Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications—0
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics—0
Neural Approaches to SAT Solving: Design Choices and Interpretability—0
LGIN: Defining an Approximately Powerful Hyperbolic GNNCode0
Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive ReviewCode0
Graph Neural Network-Based Predictive Modeling for Robotic Plaster Printing—0
Prediction of 30-day hospital readmission with clinical notes and EHR information—0
SuperEIO: Self-Supervised Event Feature Learning for Event Inertial OdometryCode1
Data-driven modeling of fluid flow around rotating structures with graph neural networks—0
Few-Shot Graph Out-of-Distribution Detection with LLMs—0
A Comprehensive Benchmark for RNA 3D Structure-Function ModelingCode1
PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids—0
Symmetry-Informed Graph Neural Networks for Carbon Dioxide Isotherm and Adsorption Prediction in Aluminum-Substituted Zeolites—0
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational PathologyCode1
Multi-dataset and Transfer Learning Using Gene Expression Knowledge GraphsCode0
SE-GNN: Seed Expanded-Aware Graph Neural Network with Iterative Optimization for Semi-supervised Entity Alignment—0
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering—0
Enhancing Steering Estimation with Semantic-Aware GNNs—0
Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability—0
Ordered Topological Deep Learning: a Network Modeling Case Study—0
PETIMOT: A Novel Framework for Inferring Protein Motions from Sparse Data Using SE(3)-Equivariant Graph Neural Networks—0
Deep Polycuboid Fitting for Compact 3D Representation of Indoor Scenes—0
Efficient Data Selection for Training Genomic Perturbation Models—0
MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network—0
GCBLANE: A graph-enhanced convolutional BiLSTM attention network for improved transcription factor binding site predictionCode0
Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph LearningCode0
Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis—0
Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment—0
Dynamic Load Balancing for EV Charging Stations Using Reinforcement Learning and Demand Prediction—0
Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA—0
Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers—0
Distributed Graph Neural Network Inference With Just-In-Time Compilation For Industry-Scale Graphs—0
Leap: Inductive Link Prediction via Learnable TopologyAugmentationCode0
Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks—0
REGRACE: A Robust and Efficient Graph-based Re-localization Algorithm using Consistency Evaluation—0
PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning—0
GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks—0
Node-level Contrastive Unlearning on Graph Neural Networks—0
Reliable and Efficient Multi-Agent Coordination via Graph Neural Network Variational Autoencoders—0
InversionGNN: A Dual Path Network for Multi-Property Molecular OptimizationCode1
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models—0
Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention—0
Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election—0
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects—0
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
Periodic Materials Generation using Text-Guided Joint Diffusion ModelCode0
Particle-based plasma simulation using a graph neural network—0
Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving—0
A2-GNN: Angle-Annular GNN for Visual Descriptor-free Camera RelocalizationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified