Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 7
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 7 of 27: papers 601 to 700 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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SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection 27 May 2024 · 0 repositories · arXiv:2405.17525
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Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach 26 May 2024 · 1 repository · arXiv:2405.17507Syntology official (archive's flag): 5 ran · 8 ran (of which 2 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 13 harvested samples) · 10 pointer-only (licence)
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Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning 26 May 2024 · 1 repository · arXiv:2405.16435Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 2 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 3 pointer-only (licence)
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Cardinality Estimation on Hyper-relational Knowledge Graphs 24 May 2024 · 0 repositories · arXiv:2405.15231
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DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback 24 May 2024 · 0 repositories · arXiv:2405.15280
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MeMo: Meaningful, Modular Controllers via Noise Injection 24 May 2024 · 0 repositories · arXiv:2407.01567Syntology 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) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Bond Graphs for multi-physics informed Neural Networks for multi-variate time series 22 May 2024 · 0 repositories · arXiv:2405.13586
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Floor-Plan-aided Indoor Localization: Zero-Shot Learning Framework, Data Sets, and Prototype 22 May 2024 · 1 repository · arXiv:2405.13339
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Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition 22 May 2024 · 1 repository · arXiv:2405.13707
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Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics 21 May 2024 · 1 repository · arXiv:2405.12868Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing 21 May 2024 · 1 repository · arXiv:2405.12474
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Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution 21 May 2024 · 0 repositories · arXiv:2405.13095
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DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks 19 May 2024 · 0 repositories · arXiv:2405.15805
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GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection 17 May 2024 · 0 repositories · arXiv:2405.11024
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Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks 17 May 2024 · 1 repository · arXiv:2405.10633
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Hi-GMAE: Hierarchical Graph Masked Autoencoders 17 May 2024 · 1 repository · arXiv:2405.10642
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Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker Placement 16 May 2024 · 1 repository · arXiv:2405.10389
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Deep Learning in Earthquake Engineering: A Comprehensive Review 15 May 2024 · 0 repositories · arXiv:2405.09021
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Learning Coarse-Grained Dynamics on Graph 15 May 2024 · 0 repositories · arXiv:2405.09324
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Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks 14 May 2024 · 0 repositories · arXiv:2405.08473
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G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping 10 May 2024 · 1 repository · arXiv:2405.06828
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GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs 10 May 2024 · 0 repositories · arXiv:2405.06782
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Scalable Property Valuation Models via Graph-based Deep Learning 10 May 2024 · 0 repositories · arXiv:2405.06553
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Link Stealing Attacks Against Inductive Graph Neural Networks 9 May 2024 · 1 repository · arXiv:2405.05784
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Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data 8 May 2024 · 1 repository · arXiv:2405.09568
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Hybrid Quantum Graph Neural Network for Molecular Property Prediction 8 May 2024 · 0 repositories · arXiv:2405.05205
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Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks 8 May 2024 · 1 repository · arXiv:2405.04903
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Adaptive Least Mean pth Power Graph Neural Networks 7 May 2024 · 0 repositories · arXiv:2405.04111
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ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition 7 May 2024 · 0 repositories · arXiv:2405.03960
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Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management 6 May 2024 · 0 repositories · arXiv:2405.03891
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SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction 6 May 2024 · 0 repositories · arXiv:2405.03809
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Convolutional Learning on Directed Acyclic Graphs 5 May 2024 · 1 repository · arXiv:2405.03056
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E-TSL: A Continuous Educational Turkish Sign Language Dataset with Baseline Methods 5 May 2024 · 0 repositories · arXiv:2405.02984
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Robust Collaborative Perception without External Localization and Clock Devices 5 May 2024 · 1 repository · arXiv:2405.02965
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Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction 4 May 2024 · 1 repository · arXiv:2405.02628
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CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly Detection 3 May 2024 · 1 repository · arXiv:2405.02359Syntology 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL 3 May 2024 · 0 repositories · arXiv:2405.02374
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ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks 2 May 2024 · 0 repositories · arXiv:2405.01663
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Intelligent Hybrid Resource Allocation in MEC-assisted RAN Slicing Network 2 May 2024 · 0 repositories · arXiv:2405.17436
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WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting 1 May 2024 · 0 repositories · arXiv:2405.00570
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A Logic for Reasoning About Aggregate-Combine Graph Neural Networks 30 Apr 2024 · 0 repositories · arXiv:2405.00205
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Deep Learning Forecasts Caldera Collapse Events at Kilauea Volcano 30 Apr 2024 · 0 repositories · arXiv:2404.19351
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Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks 30 Apr 2024 · 0 repositories · arXiv:2405.00742
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Generating Robust Counterfactual Witnesses for Graph Neural Networks 30 Apr 2024 · 0 repositories · arXiv:2404.19519
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Fashion Recommendation: Outfit Compatibility using GNN 28 Apr 2024 · 1 repository · arXiv:2404.18040
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Parameter-Efficient Tuning Large Language Models for Graph Representation Learning 28 Apr 2024 · 0 repositories · arXiv:2404.18271
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Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks 26 Apr 2024 · 0 repositories · arXiv:2404.17511
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DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in Graphs 26 Apr 2024 · 0 repositories · arXiv:2404.17164
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Similarity Equivariant Graph Neural Networks for Homogenization of Metamaterials 26 Apr 2024 · 1 repository · arXiv:2404.17365Syntology 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) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network 26 Apr 2024 · 0 repositories · arXiv:2404.17138
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Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND 26 Apr 2024 · 2 repositories · arXiv:2404.17099Syntology 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) · 10 pointer-only (licence)
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Gradformer: Graph Transformer with Exponential Decay 24 Apr 2024 · 1 repository · arXiv:2404.15729Syntology 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) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Power Failure Cascade Prediction using Graph Neural Networks 24 Apr 2024 · 1 repository · arXiv:2404.16134
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Digital Twin of Industrial Networked Control System based on Value of Information 23 Apr 2024 · 0 repositories · arXiv:2404.14960
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PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction 23 Apr 2024 · 0 repositories · arXiv:2404.15225
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Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder 23 Apr 2024 · 0 repositories · arXiv:2407.00008
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GRANOLA: Adaptive Normalization for Graph Neural Networks 20 Apr 2024 · 0 repositories · arXiv:2404.13344
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Grasper: A Generalist Pursuer for Pursuit-Evasion Problems 19 Apr 2024 · 1 repository · arXiv:2404.12626Syntology 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) · 2 unverified (of 3 harvested samples)
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Fast Polypharmacy Side Effect Prediction Using Tensor Factorisation 17 Apr 2024 · 0 repositories · arXiv:2404.11374
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Interpolation and differentiation of alchemical degrees of freedom in machine learning interatomic potentials 16 Apr 2024 · 1 repository · arXiv:2404.10746
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Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks 16 Apr 2024 · 0 repositories · arXiv:2404.10228
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Solving the Tree Containment Problem Using Graph Neural Networks 15 Apr 2024 · 1 repository · arXiv:2404.09812
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Relational Prompt-based Pre-trained Language Models for Social Event Detection 12 Apr 2024 · 1 repository · arXiv:2404.08263Syntology official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks 11 Apr 2024 · 0 repositories · arXiv:2404.07523
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Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis 11 Apr 2024 · 0 repositories · arXiv:2404.08023
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Late Breaking Results: Fast System Technology Co-Optimization Framework for Emerging Technology Based on Graph Neural Networks 10 Apr 2024 · 0 repositories · arXiv:2404.06939
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Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention 10 Apr 2024 · 0 repositories · arXiv:2404.07347
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Fair Graph Neural Network with Supervised Contrastive Regularization 9 Apr 2024 · 0 repositories · arXiv:2404.06090
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Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach 9 Apr 2024 · 0 repositories · arXiv:2404.15335
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Foundation Models to the Rescue: Deadlock Resolution in Connected Multi-Robot Systems 9 Apr 2024 · 0 repositories · arXiv:2404.06413
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scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph Embedding 9 Apr 2024 · 1 repository · arXiv:2404.06167
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Back to the Future: GNN-based NO₂ Forecasting via Future Covariates 8 Apr 2024 · 1 repository · arXiv:2404.05324
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HOEG: A New Approach for Object-Centric Predictive Process Monitoring 8 Apr 2024 · 1 repository · arXiv:2404.05316
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Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks 4 Apr 2024 · 0 repositories · arXiv:2404.03227
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Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection 3 Apr 2024 · 0 repositories · arXiv:2404.08562
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First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models 3 Apr 2024 · 0 repositories · arXiv:2404.03081
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Generative-Contrastive Heterogeneous Graph Neural Network 3 Apr 2024 · 1 repository · arXiv:2404.02810
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Weakly-Supervised 3D Scene Graph Generation via Visual-Linguistic Assisted Pseudo-labeling 3 Apr 2024 · 1 repository · arXiv:2404.02527
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DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation 2 Apr 2024 · 0 repositories · arXiv:2404.01975
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HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning 2 Apr 2024 · 0 repositories · arXiv:2404.01693
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Constrained Layout Generation with Factor Graphs 30 Mar 2024 · 0 repositories · arXiv:2404.00385
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EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs 30 Mar 2024 · 1 repository · arXiv:2404.00209
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Beyond the Known: Novel Class Discovery for Open-world Graph Learning 29 Mar 2024 · 0 repositories · arXiv:2403.19907
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On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problem 29 Mar 2024 · 0 repositories · arXiv:2403.20212
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Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction 28 Mar 2024 · 1 repository · arXiv:2403.19800
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Uplift Modeling Under Limited Supervision 28 Mar 2024 · 1 repository · arXiv:2403.19289
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Tiny Graph Neural Networks for Radio Resource Management 28 Mar 2024 · 0 repositories · arXiv:2403.19143
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FluxGAT: Integrating Flux Sampling with Graph Neural Networks for Unbiased Gene Essentiality Classification 27 Mar 2024 · 1 repository · arXiv:2403.18666
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GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication Paradigm 27 Mar 2024 · 1 repository · arXiv:2403.18296
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Temporal Graph Networks for Graph Anomaly Detection in Financial Networks 27 Mar 2024 · 0 repositories · arXiv:2404.00060
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CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations 26 Mar 2024 · 0 repositories · arXiv:2403.17660
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EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields 26 Mar 2024 · 0 repositories · arXiv:2403.17507
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Graph Augmentation for Recommendation 25 Mar 2024 · 1 repository · arXiv:2403.16656
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Less Is More - On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP 25 Mar 2024 · 0 repositories · arXiv:2403.17159
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A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures 24 Mar 2024 · 0 repositories · arXiv:2403.16004
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Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks 24 Mar 2024 · 0 repositories · arXiv:2403.16033
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iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations 21 Mar 2024 · 1 repository · arXiv:2403.14853
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Knowledge-Enhanced Recommendation with User-Centric Subgraph Network 21 Mar 2024 · 1 repository · arXiv:2403.14377
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Integrating Physics Inspired Features with Graph Convolution 18 Mar 2024 · 1 repository · arXiv:2403.11826
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Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation 18 Mar 2024 · 0 repositories · arXiv:2403.11960