Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 3
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 3 of 27: papers 201 to 300 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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GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation 3 Feb 2025 · 1 repository · arXiv:2502.01113Syntology official (archive's flag): 1 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 9 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments 3 Feb 2025 · 1 repository · arXiv:2502.01778
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Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks 2 Feb 2025 · 0 repositories · arXiv:2502.01693
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UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs 2 Feb 2025 · 1 repository · arXiv:2502.00806
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Converting Transformers into DGNNs Form 1 Feb 2025 · 1 repository · arXiv:2502.00585
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RIGNO: A Graph-based framework for robust and accurate operator learning for PDEs on arbitrary domains 31 Jan 2025 · 1 repository · arXiv:2501.19205
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A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation 30 Jan 2025 · 1 repository · arXiv:2501.18369
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ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks 30 Jan 2025 · 0 repositories · arXiv:2501.18112
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Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models 30 Jan 2025 · 0 repositories · arXiv:2501.18154
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Hypergraph Diffusion for High-Order Recommender Systems 28 Jan 2025 · 0 repositories · arXiv:2501.16722
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GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design 27 Jan 2025 · 0 repositories · arXiv:2501.15755
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Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model 26 Jan 2025 · 1 repository · arXiv:2501.15555
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Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space 26 Jan 2025 · 0 repositories · arXiv:2501.15461Syntology 2 ran (of which 2 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) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
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Data Center Cooling System Optimization Using Offline Reinforcement Learning 25 Jan 2025 · 0 repositories · arXiv:2501.15085
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Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures 25 Jan 2025 · 0 repositories · arXiv:2501.15019
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Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition 24 Jan 2025 · 0 repositories · arXiv:2501.14246
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An Attentive Graph Agent for Topology-Adaptive Cyber Defence 24 Jan 2025 · 1 repository · arXiv:2501.14700
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Graph Neural Network Based Beamforming and RIS Reflection Design in A Multi-RIS Assisted Wireless Network 24 Jan 2025 · 0 repositories · arXiv:2501.14987
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The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression 23 Jan 2025 · 0 repositories · arXiv:2501.13641
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A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications 21 Jan 2025 · 0 repositories · arXiv:2501.12309
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SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids 21 Jan 2025 · 0 repositories · arXiv:2501.12427
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Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning 16 Jan 2025 · 0 repositories · arXiv:2501.09399
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CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks 15 Jan 2025 · 1 repository · arXiv:2501.08998
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GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor Pressures 15 Jan 2025 · 1 repository · arXiv:2501.08729
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Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning 13 Jan 2025 · 0 repositories · arXiv:2501.07114
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Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems 13 Jan 2025 · 0 repositories · arXiv:2501.07373
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Automated Heterogeneous Network learning with Non-Recursive Message Passing 10 Jan 2025 · 1 repository · arXiv:2501.07598
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Efficient Transition State Searches by Freezing String Method with Graph Neural Network Potentials 10 Jan 2025 · 0 repositories · arXiv:2501.06159
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TransPlace: Transferable Circuit Global Placement via Graph Neural Network 10 Jan 2025 · 1 repository · arXiv:2501.05667
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Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors 8 Jan 2025 · 0 repositories · arXiv:2501.04845
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LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging 7 Jan 2025 · 0 repositories · arXiv:2501.03464
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CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks 6 Jan 2025 · 0 repositories · arXiv:2501.02981
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Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation 5 Jan 2025 · 0 repositories · arXiv:2501.02666
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Heterogeneous Graph Pre-training Based Model for Secure and Efficient Prediction of Default Risk Propagation among Bond Issuers 4 Jan 2025 · 0 repositories · arXiv:2501.03268
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DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition 1 Jan 2025 · 0 repositories
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Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection 1 Jan 2025 · 0 repositories
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Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information 1 Jan 2025 · 0 repositories
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FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs 30 Dec 2024 · 0 repositories · arXiv:2412.20796
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Overcoming Class Imbalance: Unified GNN Learning with Structural and Semantic Connectivity Representations 30 Dec 2024 · 0 repositories · arXiv:2412.20656
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ViDTA: Enhanced Drug-Target Affinity Prediction via Virtual Graph Nodes and Attention-based Feature Fusion 27 Dec 2024 · 0 repositories · arXiv:2412.19589
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Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics 25 Dec 2024 · 0 repositories · arXiv:2412.18845
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NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation Learning 24 Dec 2024 · 1 repository · arXiv:2412.18267
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Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation 24 Dec 2024 · 2 repositories · arXiv:2412.18287
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LASE: Learned Adjacency Spectral Embeddings 23 Dec 2024 · 1 repository · arXiv:2412.17734
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Rethinking Cancer Gene Identification through Graph Anomaly Analysis 23 Dec 2024 · 1 repository · arXiv:2412.17240
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Distributed Cooperative Positioning in Dense Wireless Networks: A Neural Network Enhanced Fast Convergent Parametric Message Passing Method 22 Dec 2024 · 0 repositories · arXiv:2412.16996
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DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction 21 Dec 2024 · 0 repositories · arXiv:2412.16788
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Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees 21 Dec 2024 · 0 repositories · arXiv:2412.16441Syntology 0 ran · 3 unverified (of 3 harvested samples)
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Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck 20 Dec 2024 · 2 repositories · arXiv:2412.15589Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture 18 Dec 2024 · 1 repository · arXiv:2412.13935
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Graph-Guided Textual Explanation Generation Framework 16 Dec 2024 · 0 repositories · arXiv:2412.12318
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Pretrained Event Classification Model for High Energy Physics Analysis 14 Dec 2024 · 0 repositories · arXiv:2412.10665
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WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions 14 Dec 2024 · 0 repositories · arXiv:2412.10621
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A Hybrid Real-Time Framework for Efficient Fussell-Vesely Importance Evaluation Using Virtual Fault Trees and Graph Neural Networks 13 Dec 2024 · 0 repositories · arXiv:2412.10484
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Opinion de-polarization of social networks with GNNs 12 Dec 2024 · 0 repositories · arXiv:2412.09404
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TransferLight: Zero-Shot Traffic Signal Control on any Road-Network 12 Dec 2024 · 0 repositories · arXiv:2412.09719
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Cluster-Enhanced Federated Graph Neural Network for Recommendation 11 Dec 2024 · 0 repositories · arXiv:2412.08066
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DistrictNet: Decision-aware learning for geographical districting 11 Dec 2024 · 1 repository · arXiv:2412.08287Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC Networks 11 Dec 2024 · 1 repository · arXiv:2412.08296
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Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems 10 Dec 2024 · 0 repositories · arXiv:2412.07127
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Delay Estimation Based on Multiple Stage Message Passing With Attention Mechanism Using a Real Network Communication Dataset 10 Dec 2024 · 1 repository
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GSM: A GNN-based Space-MIMO Framework for Direct-to-Cell Communications 10 Dec 2024 · 0 repositories · arXiv:2412.07555
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MISFEAT: Feature Selection for Subgroups with Systematic Missing Data 9 Dec 2024 · 0 repositories · arXiv:2412.06711
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Stock Type Prediction Model Based on Hierarchical Graph Neural Network 9 Dec 2024 · 0 repositories · arXiv:2412.06862
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Fragmented Layer Grouping in GUI Designs Through Graph Learning Based on Multimodal Information 7 Dec 2024 · 2 repositories · arXiv:2412.05555
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Long-Term Auto-Regressive Prediction using Lightweight AI Models: Adams-Bashforth Time Integration with Adaptive Multi-Step Rollout 7 Dec 2024 · 0 repositories · arXiv:2412.05657
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GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning 6 Dec 2024 · 0 repositories · arXiv:2412.04752
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Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems 5 Dec 2024 · 1 repository · arXiv:2412.04276
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Machine Theory of Mind for Autonomous Cyber-Defence 5 Dec 2024 · 0 repositories · arXiv:2412.04367
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An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction 3 Dec 2024 · 0 repositories · arXiv:2412.02211
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Superhypergraph Neural Networks and Plithogenic Graph Neural Networks: Theoretical Foundations 2 Dec 2024 · 0 repositories · arXiv:2412.01176
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A Self-Explainable Heterogeneous GNN for Relational Deep Learning 30 Nov 2024 · 1 repository · arXiv:2412.00521
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Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence 30 Nov 2024 · 0 repositories · arXiv:2412.00508
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RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks 29 Nov 2024 · 0 repositories · arXiv:2411.19517
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SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion Recognition 29 Nov 2024 · 1 repository · arXiv:2411.19822
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Integrating Functionalities To A System Via Autoencoder Hippocampus Network 28 Nov 2024 · 0 repositories · arXiv:2412.09635
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Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets 27 Nov 2024 · 0 repositories · arXiv:2411.17971
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Learning optimal objective values for MILP 27 Nov 2024 · 1 repository · arXiv:2411.18321
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Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting 26 Nov 2024 · 0 repositories · arXiv:2411.17372
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GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network 26 Nov 2024 · 0 repositories · arXiv:2411.17218
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Knowledge-aware Evolutionary Graph Neural Architecture Search 26 Nov 2024 · 1 repository · arXiv:2411.17339
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PEnG: Pose-Enhanced Geo-Localisation 24 Nov 2024 · 1 repository · arXiv:2411.15742
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TANGNN: a Concise, Scalable and Effective Graph Neural Networks with Top-m Attention Mechanism for Graph Representation Learning 23 Nov 2024 · 1 repository · arXiv:2411.15458
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GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction 22 Nov 2024 · 0 repositories · arXiv:2411.15331
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Lie-Equivariant Quantum Graph Neural Networks 22 Nov 2024 · 1 repository · arXiv:2411.15315Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Heterophilic Graph Neural Networks Optimization with Causal Message-passing 21 Nov 2024 · 0 repositories · arXiv:2411.13821
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Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs 20 Nov 2024 · 0 repositories · arXiv:2411.13496
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ORID: Organ-Regional Information Driven Framework for Radiology Report Generation 20 Nov 2024 · 0 repositories · arXiv:2411.13025
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Conditional Distribution Learning on Graphs 20 Nov 2024 · 1 repository · arXiv:2411.15206Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Eradicating Social Biases in Sentiment Analysis using Semantic Blinding and Semantic Propagation Graph Neural Networks 19 Nov 2024 · 0 repositories · arXiv:2411.12493
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Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks 19 Nov 2024 · 0 repositories · arXiv:2411.12629
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GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking 19 Nov 2024 · 0 repositories · arXiv:2411.12597
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GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code 18 Nov 2024 · 0 repositories · arXiv:2411.11567
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Training a Label-Noise-Resistant GNN with Reduced Complexity 17 Nov 2024 · 1 repository · arXiv:2411.11020
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Multi Scale Graph Neural Network for Alzheimer's Disease 16 Nov 2024 · 0 repositories · arXiv:2411.10720
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Bitcoin Research with a Transaction Graph Dataset 15 Nov 2024 · 1 repository · arXiv:2411.10325
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TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding 15 Nov 2024 · 1 repository · arXiv:2411.10509
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Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures 14 Nov 2024 · 0 repositories · arXiv:2411.09389
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Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning 13 Nov 2024 · 0 repositories · arXiv:2411.09072
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Graph Neural Network Surrogates to leverage Mechanistic Expert Knowledge towards Reliable and Immediate Pandemic Response 10 Nov 2024 · 1 repository · arXiv:2411.06500Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 6 harvested samples)