Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 4
Graph Neural Network
Papers archive 2025-07-28
archive papers tagged: 2,694 · with a code link: 1,137 · where Syntology ran a sample: 271 (235 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (271 of 2,694 tagged: 235 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument)
Page 4 of 27: papers 301 to 400 of 2,694, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Constraints and Variables Reduction for Optimal Power Flow Using Hierarchical Graph Neural Networks with Virtual Node-Splitting 9 Nov 2024 · 0 repositories · arXiv:2411.06268
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Distributed-Order Fractional Graph Operating Network 8 Nov 2024 · 1 repository · arXiv:2411.05274Syntology official (archive's flag): 5 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums 8 Nov 2024 · 1 repository · arXiv:2411.05479
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Topology-aware Reinforcement Feature Space Reconstruction for Graph Data 8 Nov 2024 · 0 repositories · arXiv:2411.05742
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Centrality Graph Shift Operators for Graph Neural Networks 7 Nov 2024 · 1 repository · arXiv:2411.04655
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Cybercrime Prediction via Geographically Weighted Learning 7 Nov 2024 · 0 repositories · arXiv:2411.04635
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Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph 7 Nov 2024 · 0 repositories · arXiv:2411.04907
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Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation 7 Nov 2024 · 0 repositories · arXiv:2411.04899
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Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation 6 Nov 2024 · 0 repositories · arXiv:2411.03572
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Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction 6 Nov 2024 · 0 repositories · arXiv:2411.04055
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JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs 5 Nov 2024 · 0 repositories · arXiv:2411.02692
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Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money Laundering 5 Nov 2024 · 1 repository · arXiv:2411.02926Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features 5 Nov 2024 · 0 repositories · arXiv:2411.05825
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Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches 4 Nov 2024 · 0 repositories · arXiv:2411.02248
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Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis 4 Nov 2024 · 1 repository · arXiv:2411.02542
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High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach 4 Nov 2024 · 1 repository · arXiv:2411.01817
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Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks 4 Nov 2024 · 1 repository · arXiv:2411.02224
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GITSR: Graph Interaction Transformer-based Scene Representation for Multi Vehicle Collaborative Decision-making 3 Nov 2024 · 0 repositories · arXiv:2411.01608
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Graph-based Confidence Calibration for Large Language Models 3 Nov 2024 · 0 repositories · arXiv:2411.02454
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Guiding Genetic Programming with Graph Neural Networks 3 Nov 2024 · 0 repositories · arXiv:2411.05820
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Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics 3 Nov 2024 · 0 repositories · arXiv:2411.01641
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Multimodal Graph Neural Network for Recommendation with Dynamic De-redundancy and Modality-Guided Feature De-noisy 3 Nov 2024 · 0 repositories · arXiv:2411.01561
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DeepSeq2: Enhanced Sequential Circuit Learning with Disentangled Representations 1 Nov 2024 · 0 repositories · arXiv:2411.00530
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Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning 31 Oct 2024 · 0 repositories · arXiv:2411.00205
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Detecting text level intellectual influence with knowledge graph embeddings 31 Oct 2024 · 0 repositories · arXiv:2410.24021
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Conditional Forecasting of Margin Calls using Dynamic Graph Neural Networks 30 Oct 2024 · 0 repositories · arXiv:2410.23275
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Graph-Augmented Relation Extraction Model with LLMs-Generated Support Document 30 Oct 2024 · 0 repositories · arXiv:2410.23452
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Graph Signal Processing for Global Stock Market Realized Volatility Forecasting 30 Oct 2024 · 1 repository · arXiv:2410.22706
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NASM: Neural Anisotropic Surface Meshing 30 Oct 2024 · 0 repositories · arXiv:2410.23109
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PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation 30 Oct 2024 · 0 repositories · arXiv:2410.22623
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LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis 29 Oct 2024 · 0 repositories · arXiv:2410.21936
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Robust Graph Neural Networks for Stability Analysis in Dynamic Networks 29 Oct 2024 · 0 repositories · arXiv:2411.11848
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Graph Neural Networks on Discriminative Graphs of Words 27 Oct 2024 · 1 repository · arXiv:2410.20469
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Age of Information-Oriented Probabilistic Link Scheduling for Device-to-Device Networks 26 Oct 2024 · 0 repositories · arXiv:2410.20196
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Just Propagate: Unifying Matrix Factorization, Network Embedding, and LightGCN for Link Prediction 26 Oct 2024 · 0 repositories · arXiv:2410.21325
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Double Difference Earthquake Location with Graph Neural Networks 25 Oct 2024 · 1 repository · arXiv:2410.19323
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Exploring structure diversity in atomic resolution microscopy with graph neural networks 23 Oct 2024 · 0 repositories · arXiv:2410.17631
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Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks 23 Oct 2024 · 0 repositories · arXiv:2410.17617
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GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation 22 Oct 2024 · 1 repository · arXiv:2410.16606
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Geometric Graph Neural Network Modeling of Human Interactions in Crowded Environments 22 Oct 2024 · 0 repositories · arXiv:2410.17409
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Graph Neural Network-Accelerated Network-Reconfigured Optimal Power Flow 22 Oct 2024 · 0 repositories · arXiv:2410.17460
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Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networks 22 Oct 2024 · 1 repository · arXiv:2410.17118
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Gradient Rewiring for Editable Graph Neural Network Training 21 Oct 2024 · 1 repository · arXiv:2410.15556Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 9 harvested samples) · 8 pointer-only (licence)
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LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud Detection 21 Oct 2024 · 1 repository
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Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network 17 Oct 2024 · 0 repositories · arXiv:2410.13373
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GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation 17 Oct 2024 · 0 repositories · arXiv:2410.13514
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GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation 17 Oct 2024 · 0 repositories · arXiv:2410.13178Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems 17 Oct 2024 · 0 repositories · arXiv:2410.13768
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Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting 16 Oct 2024 · 1 repository · arXiv:2410.12593Syntology 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
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FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of Interpretability 16 Oct 2024 · 1 repository · arXiv:2410.12156
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Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations 16 Oct 2024 · 1 repository · arXiv:2410.14727
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Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data 16 Oct 2024 · 1 repository · arXiv:2410.12938
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Perseus: Leveraging Common Data Patterns with Curriculum Learning for More Robust Graph Neural Networks 16 Oct 2024 · 0 repositories · arXiv:2410.12425
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Backdoor Attack on Vertical Federated Graph Neural Network Learning 15 Oct 2024 · 0 repositories · arXiv:2410.11290
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CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs 15 Oct 2024 · 0 repositories · arXiv:2410.11464
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KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction 15 Oct 2024 · 0 repositories · arXiv:2410.11323
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Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix 14 Oct 2024 · 0 repositories · arXiv:2410.10758
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Deep Learning-driven Mobile Traffic Measurement Collection and Analysis 14 Oct 2024 · 0 repositories · arXiv:2410.19777
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DiRW: Path-Aware Digraph Learning for Heterophily 14 Oct 2024 · 0 repositories · arXiv:2410.10320
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Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation 14 Oct 2024 · 1 repository · arXiv:2410.10296
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NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms 14 Oct 2024 · 0 repositories · arXiv:2410.11031
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Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach 14 Oct 2024 · 1 repository · arXiv:2410.10341Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Generalization of Compositional Tasks with Logical Specification via Implicit Planning 13 Oct 2024 · 0 repositories · arXiv:2410.09686
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Heterogeneous Graph Neural Network for Cooperative ISAC Beamforming in Cell-Free MIMO Systems 13 Oct 2024 · 0 repositories · arXiv:2410.09963
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BANGS: Game-Theoretic Node Selection for Graph Self-Training 12 Oct 2024 · 1 repository · arXiv:2410.09348
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Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification 12 Oct 2024 · 0 repositories · arXiv:2410.09307
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Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis 11 Oct 2024 · 0 repositories · arXiv:2410.08759
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Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks 11 Oct 2024 · 0 repositories · arXiv:2410.21282
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M³-Impute: Mask-guided Representation Learning for Missing Value Imputation 11 Oct 2024 · 1 repository · arXiv:2410.08794
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Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning 10 Oct 2024 · 0 repositories · arXiv:2410.07542
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HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter 10 Oct 2024 · 0 repositories · arXiv:2410.07854
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DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions 9 Oct 2024 · 0 repositories · arXiv:2410.06969
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Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning 9 Oct 2024 · 0 repositories · arXiv:2410.07074
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Multi-Task Program Error Repair and Explanatory Diagnosis 9 Oct 2024 · 0 repositories · arXiv:2410.07271
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A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection 8 Oct 2024 · 0 repositories · arXiv:2410.18103
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Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud Registration 8 Oct 2024 · 1 repository · arXiv:2410.05729
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UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters 8 Oct 2024 · 1 repository · arXiv:2410.06114
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Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification 5 Oct 2024 · 1 repository · arXiv:2410.05325
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Improving Temporal Link Prediction via Temporal Walk Matrix Projection 5 Oct 2024 · 1 repository · arXiv:2410.04013Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples)
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Self-supervised Spatio-Temporal Graph Mask-Passing Attention Network for Perceptual Importance Prediction of Multi-point Tactility 4 Oct 2024 · 0 repositories · arXiv:2410.03434
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LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences 3 Oct 2024 · 0 repositories · arXiv:2410.02950
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Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks 3 Oct 2024 · 0 repositories · arXiv:2410.02289
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SynthFormer: Equivariant Pharmacophore-based Generation of Synthesizable Molecules for Ligand-Based Drug Design 3 Oct 2024 · 0 repositories · arXiv:2410.02718
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DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning 2 Oct 2024 · 1 repository · arXiv:2410.02023
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Is uniform expressivity too restrictive? Towards efficient expressivity of graph neural networks 2 Oct 2024 · 0 repositories · arXiv:2410.01910
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Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling 2 Oct 2024 · 0 repositories · arXiv:2410.01657
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Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power 2 Oct 2024 · 0 repositories · arXiv:2410.01367
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Explainable AI for Fraud Detection: An Attention-Based Ensemble of CNNs, GNNs, and A Confidence-Driven Gating Mechanism 1 Oct 2024 · 0 repositories · arXiv:2410.09069
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WiGNet: Windowed Vision Graph Neural Network 1 Oct 2024 · 1 repository · arXiv:2410.00807
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Generalizability of Graph Neural Networks for Decentralized Unlabeled Motion Planning 29 Sep 2024 · 0 repositories · arXiv:2409.19829
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MASKDROID: Robust Android Malware Detection with Masked Graph Representations 29 Sep 2024 · 1 repository · arXiv:2409.19594
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Hand-object reconstruction via interaction-aware graph attention mechanism 26 Sep 2024 · 0 repositories · arXiv:2409.17629
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On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks 26 Sep 2024 · 0 repositories · arXiv:2409.17475
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Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning 25 Sep 2024 · 1 repository · arXiv:2409.16684
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Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment 23 Sep 2024 · 0 repositories · arXiv:2409.17909
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Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure 23 Sep 2024 · 0 repositories · arXiv:2410.05278
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SpaGBOL: Spatial-Graph-Based Orientated Localisation 23 Sep 2024 · 1 repository · arXiv:2409.15514
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One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge Graphs 21 Sep 2024 · 1 repository · arXiv:2409.13959
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Learning to Simulate Aerosol Dynamics with Graph Neural Networks 20 Sep 2024 · 1 repository · arXiv:2409.13861
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CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers 19 Sep 2024 · 0 repositories · arXiv:2409.12610