Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 8
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 8 of 27: papers 701 to 800 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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Dual-Channel Multiplex Graph Neural Networks for Recommendation 18 Mar 2024 · 0 repositories · arXiv:2403.11624
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Graph Neural Network for Neutrino Physics Event Reconstruction 18 Mar 2024 · 0 repositories · arXiv:2403.11872
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Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction 17 Mar 2024 · 0 repositories · arXiv:2403.11292
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ECRC: Emotion-Causality Recognition in Korean Conversation for GCN 16 Mar 2024 · 0 repositories · arXiv:2403.10764
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Discovering Invariant Neighborhood Patterns for Heterophilic Graphs 15 Mar 2024 · 0 repositories · arXiv:2403.10572
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From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations 15 Mar 2024 · 1 repository · arXiv:2403.10220
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Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection 15 Mar 2024 · 0 repositories · arXiv:2403.10339
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Ensemble Quadratic Assignment Network for Graph Matching 11 Mar 2024 · 0 repositories · arXiv:2403.06457
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Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning 11 Mar 2024 · 0 repositories · arXiv:2403.06482
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SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning 11 Mar 2024 · 0 repositories · arXiv:2404.07941
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Towards a Generic Representation of Combinatorial Problems for Learning-Based Approaches 9 Mar 2024 · 1 repository · arXiv:2403.06026Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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Jet Discrimination with Quantum Complete Graph Neural Network 8 Mar 2024 · 1 repository · arXiv:2403.04990
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BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization 7 Mar 2024 · 1 repository · arXiv:2403.04763
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Improving Matrix Completion by Exploiting Rating Ordinality in Graph Neural Networks 7 Mar 2024 · 0 repositories · arXiv:2403.04504
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Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion 7 Mar 2024 · 0 repositories · arXiv:2403.04521
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An AI-enabled Agent-Based Model and Its Application in Measles Outbreak Simulation for New Zealand 6 Mar 2024 · 0 repositories · arXiv:2403.03434
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LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features 6 Mar 2024 · 0 repositories · arXiv:2403.03527
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Representation Learning on Heterophilic Graph with Directional Neighborhood Attention 3 Mar 2024 · 0 repositories · arXiv:2403.01475
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COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting 2 Mar 2024 · 0 repositories · arXiv:2403.01091
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Subhomogeneous Deep Equilibrium Models 1 Mar 2024 · 1 repository · arXiv:2403.00720Syntology 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) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Toward Autonomous Cooperation in Heterogeneous Nanosatellite Constellations Using Dynamic Graph Neural Networks 1 Mar 2024 · 0 repositories · arXiv:2403.00692
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Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems 29 Feb 2024 · 0 repositories · arXiv:2403.00178
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DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly 29 Feb 2024 · 1 repository · arXiv:2402.19302Syntology official (archive's flag): 8 ran · 8 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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Graph Neural Networks and Arithmetic Circuits 27 Feb 2024 · 0 repositories · arXiv:2402.17805
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Prediction of the SYM-H Index Using a Bayesian Deep Learning Method with Uncertainty Quantification 27 Feb 2024 · 0 repositories · arXiv:2402.17196
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Using Graph Neural Networks to Predict Local Culture 27 Feb 2024 · 0 repositories · arXiv:2402.17905
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PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures 26 Feb 2024 · 1 repository · arXiv:2402.16731
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Minimize Control Inputs for Strong Structural Controllability Using Reinforcement Learning with Graph Neural Network 26 Feb 2024 · 0 repositories · arXiv:2402.16925
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Hyperdimensional Representation Learning for Node Classification and Link Prediction 26 Feb 2024 · 0 repositories · arXiv:2402.17073
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Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models 26 Feb 2024 · 0 repositories · arXiv:2402.16568
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CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks 22 Feb 2024 · 0 repositories · arXiv:2402.14708
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Path Planning based on 2D Object Bounding-box 22 Feb 2024 · 0 repositories · arXiv:2402.14933
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AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning 21 Feb 2024 · 0 repositories · arXiv:2402.13946
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Heterogeneous Graph Neural Network on Semantic Tree 21 Feb 2024 · 0 repositories · arXiv:2402.13496
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Linear-Time Graph Neural Networks for Scalable Recommendations 21 Feb 2024 · 1 repository · arXiv:2402.13973Syntology 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) · 0 unverified (of 1 harvested sample)
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VN Network: Embedding Newly Emerging Entities with Virtual Neighbors 21 Feb 2024 · 0 repositories · arXiv:2402.14033
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A Microstructure-based Graph Neural Network for Accelerating Multiscale Simulations 20 Feb 2024 · 1 repository · arXiv:2402.13101
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A unifying primary framework for quantum graph neural networks from quantum graph states 20 Feb 2024 · 0 repositories · arXiv:2402.13001
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Can GNN be Good Adapter for LLMs? 20 Feb 2024 · 2 repositories · arXiv:2402.12984Syntology 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) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Partial Search in a Frozen Network is Enough to Find a Strong Lottery Ticket 20 Feb 2024 · 0 repositories · arXiv:2402.14029
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Vehicle-group-based Crash Risk Prediction and Interpretation on Highways 19 Feb 2024 · 0 repositories · arXiv:2402.12415
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GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network 18 Feb 2024 · 1 repository · arXiv:2402.11709
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PASCL: Supervised Contrastive Learning with Perturbative Augmentation for Particle Decay Reconstruction 18 Feb 2024 · 1 repository · arXiv:2402.11538
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ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment 16 Feb 2024 · 2 repositories · arXiv:2402.11000
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Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection 15 Feb 2024 · 0 repositories · arXiv:2402.10071
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Can we Soft Prompt LLMs for Graph Learning Tasks? 15 Feb 2024 · 0 repositories · arXiv:2402.10359
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ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback 15 Feb 2024 · 1 repository · arXiv:2402.10980Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education 15 Feb 2024 · 1 repository · arXiv:2403.05559
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Uncertainty-Aware Transient Stability-Constrained Preventive Redispatch: A Distributional Reinforcement Learning Approach 14 Feb 2024 · 0 repositories · arXiv:2402.09263
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Graph Feature Preprocessor: Real-time Subgraph-based Feature Extraction for Financial Crime Detection 13 Feb 2024 · 0 repositories · arXiv:2402.08593
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Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs 13 Feb 2024 · 0 repositories · arXiv:2402.08256
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Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scale 13 Feb 2024 · 1 repository · arXiv:2402.08470
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NetInfoF Framework: Measuring and Exploiting Network Usable Information 12 Feb 2024 · 1 repository · arXiv:2402.07999Syntology 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) · 2 unverified (of 8 harvested samples)
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Perfect Recovery for Random Geometric Graph Matching with Shallow Graph Neural Networks 12 Feb 2024 · 0 repositories · arXiv:2402.07340
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Explainable Global Wildfire Prediction Models using Graph Neural Networks 11 Feb 2024 · 1 repository · arXiv:2402.07152
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Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy 11 Feb 2024 · 0 repositories · arXiv:2402.07167
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CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNs 9 Feb 2024 · 1 repository · arXiv:2402.06706Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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N-1 Reduced Optimal Power Flow Using Augmented Hierarchical Graph Neural Network 9 Feb 2024 · 0 repositories · arXiv:2402.06226
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Decoupled Sequence and Structure Generation for Realistic Antibody Design 8 Feb 2024 · 1 repository · arXiv:2402.05982
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Moco: A Learnable Meta Optimizer for Combinatorial Optimization 7 Feb 2024 · 1 repository · arXiv:2402.04915Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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Link Prediction with Relational Hypergraphs 6 Feb 2024 · 0 repositories · arXiv:2402.04062
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Single-GPU GNN Systems: Traps and Pitfalls 5 Feb 2024 · 0 repositories · arXiv:2402.03548
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A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches 1 Feb 2024 · 1 repository · arXiv:2402.00926
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A novel approach for detecting deep fake videos using graph neural network 1 Feb 2024 · 0 repositories
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A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification 1 Feb 2024 · 1 repository · arXiv:2402.00564
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Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction 1 Feb 2024 · 0 repositories · arXiv:2402.00299
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Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning 31 Jan 2024 · 0 repositories · arXiv:2401.17914
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Heterophily-Aware Fair Recommendation using Graph Convolutional Networks 31 Jan 2024 · 1 repository · arXiv:2402.03365
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Towards Personalized Privacy: User-Governed Data Contribution for Federated Recommendation 31 Jan 2024 · 0 repositories · arXiv:2401.17630
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Online Algorithm for Node Feature Forecasting in Temporal Graphs 30 Jan 2024 · 0 repositories · arXiv:2401.16800
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Time Series Supplier Allocation via Deep Black-Litterman Model 30 Jan 2024 · 0 repositories · arXiv:2401.17350
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Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Prediction 29 Jan 2024 · 0 repositories · arXiv:2401.15964
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Efficient Tuning and Inference for Large Language Models on Textual Graphs 28 Jan 2024 · 1 repository · arXiv:2401.15569Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Product Manifold Representations for Learning on Biological Pathways 27 Jan 2024 · 2 repositories · arXiv:2401.15478Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection 25 Jan 2024 · 0 repositories · arXiv:2401.13872
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Manifold GCN: Diffusion-based Convolutional Neural Network for Manifold-valued Graphs 25 Jan 2024 · 0 repositories · arXiv:2401.14381
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Truck Parking Usage Prediction with Decomposed Graph Neural Networks 23 Jan 2024 · 1 repository · arXiv:2401.12920
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ADA-GNN: Atom-Distance-Angle Graph Neural Network for Crystal Material Property Prediction 22 Jan 2024 · 0 repositories · arXiv:2401.11768
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Connecting the Dots: Leveraging Spatio-Temporal Graph Neural Networks for Accurate Bangla Sign Language Recognition 22 Jan 2024 · 0 repositories · arXiv:2401.12210
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Full-Body Motion Reconstruction with Sparse Sensing from Graph Perspective 22 Jan 2024 · 1 repository · arXiv:2401.11783
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Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction 22 Jan 2024 · 0 repositories · arXiv:2401.11798
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Learning Dynamics from Multicellular Graphs with Deep Neural Networks 22 Jan 2024 · 1 repository · arXiv:2401.12196Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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PatternPortrait: Draw Me Like One of Your Scribbles 22 Jan 2024 · 0 repositories · arXiv:2401.13001
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Tensor-view Topological Graph Neural Network 22 Jan 2024 · 1 repository · arXiv:2401.12007
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Graph Edits for Counterfactual Explanations: A comparative study 21 Jan 2024 · 0 repositories · arXiv:2401.11609
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MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction 19 Jan 2024 · 0 repositories · arXiv:2402.06633
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Predicting Viral Rumors and Vulnerable Users for Infodemic Surveillance 18 Jan 2024 · 1 repository · arXiv:2401.09724
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A novel hybrid time-varying graph neural network for traffic flow forecasting 17 Jan 2024 · 0 repositories · arXiv:2401.10155
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GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection 17 Jan 2024 · 1 repository · arXiv:2401.09193
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Inverse analysis of granular flows using differentiable graph neural network simulator 17 Jan 2024 · 0 repositories · arXiv:2401.13695
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Spoofing Detection in the Physical Layer with Graph Neural Networks 16 Jan 2024 · 0 repositories · arXiv:2401.08220
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On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks 11 Jan 2024 · 1 repository · arXiv:2401.06048
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LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control 10 Jan 2024 · 1 repository · arXiv:2401.04855
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Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling 8 Jan 2024 · 0 repositories · arXiv:2401.03692
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Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs 7 Jan 2024 · 0 repositories · arXiv:2401.03597
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Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction 7 Jan 2024 · 0 repositories · arXiv:2401.04135
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Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural Networks 7 Jan 2024 · 1 repository · arXiv:2401.03390
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SynHING: Synthetic Heterogeneous Information Network Generation for Graph Learning and Explanation 7 Jan 2024 · 0 repositories · arXiv:2401.04133
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TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling 6 Jan 2024 · 0 repositories · arXiv:2401.03138Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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A Topology-aware Graph Coarsening Framework for Continual Graph Learning 5 Jan 2024 · 0 repositories · arXiv:2401.03077