Browse State-of-the-Art › Graph Neural Network › Papers, page 20
Graph Neural Network
Papers archive 2025-07-28
archive papers tagged: 3,598 · with a code link: 1,516 · where Syntology ran a sample: 350 (302 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (350 of 3,598 tagged: 302 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument)
Page 20 of 36: papers 1,901 to 2,000 of 3,598, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks12 Sep 2024 0 repositories listed
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Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks12 Sep 2024 0 repositories listed
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Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code11 Sep 2024 0 repositories listed
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Leveraging User-Generated Reviews for Recommender Systems with Dynamic Headers11 Sep 2024 0 repositories listed
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D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks10 Sep 2024 0 repositories listed
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Generative Hierarchical Materials Search10 Sep 2024 0 repositories listed
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Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks10 Sep 2024 0 repositories listed
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Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks10 Sep 2024 0 repositories listed
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CrysAtom: Distributed Representation of Atoms for Crystal Property Prediction7 Sep 2024 0 repositories listed
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Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems7 Sep 2024 0 repositories listed
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Solving Stochastic Orienteering Problems with Chance Constraints Using a GNN Powered Monte Carlo Tree Search6 Sep 2024 0 repositories listed
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Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations4 Sep 2024 0 repositories listed
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Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification4 Sep 2024 0 repositories listed
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A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia3 Sep 2024 0 repositories listed
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Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning3 Sep 2024 0 repositories listed
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Curvy: A Parametric Cross-section based Surface Reconstruction1 Sep 2024 0 repositories listed
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A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks30 Aug 2024 0 repositories listed
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Graph neural network-based lithium-ion battery state of health estimation using partial discharging curve30 Aug 2024 0 repositories listed
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H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration29 Aug 2024 0 repositories listed
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SFR-GNN: Simple and Fast Robust GNNs against Structural Attacks29 Aug 2024 0 repositories listed
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TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network framework for forecasting Spatio-Temporal Data29 Aug 2024 0 repositories listed
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Str-L Pose: Integrating Point and Structured Line for Relative Pose Estimation in Dual-Graph28 Aug 2024 0 repositories listed
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Graph and Sequential Neural Networks in Session-based Recommendation: A Survey27 Aug 2024 0 repositories listed
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Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks27 Aug 2024 0 repositories listed
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Understanding GNNs for Boolean Satisfiability through Approximation Algorithms27 Aug 2024 0 repositories listed
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Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold26 Aug 2024 0 repositories listed
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A proof of contribution in blockchain using game theoretical deep learning model25 Aug 2024 0 repositories listed
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GNN: Graph Neural Network and Large Language Model for Data Discovery24 Aug 2024 0 repositories listed
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Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks24 Aug 2024 0 repositories listed
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Applying graph neural network to SupplyGraph for supply chain network23 Aug 2024 0 repositories listed
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Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation21 Aug 2024 0 repositories listed
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GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization20 Aug 2024 0 repositories listed
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GrassNet: State Space Model Meets Graph Neural Network16 Aug 2024 0 repositories listed
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Mitigating Degree Bias in Signed Graph Neural Networks16 Aug 2024 0 repositories listed
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RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation14 Aug 2024 0 repositories listed
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Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models13 Aug 2024 0 repositories listed
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ARPA: A Novel Hybrid Model for Advancing Visual Word Disambiguation Using Large Language Models and Transformers12 Aug 2024 0 repositories listed
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A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning10 Aug 2024 0 repositories listed
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Modeling Multi-Step Scientific Processes with Graph Transformer Networks10 Aug 2024 0 repositories listed
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A GNN Model with Adaptive Weights for Session-Based Recommendation Systems9 Aug 2024 0 repositories listed
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Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring9 Aug 2024 0 repositories listed
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MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure9 Aug 2024 0 repositories listed
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Text classification optimization algorithm based on graph neural network9 Aug 2024 0 repositories listed
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Advancing Molecular Machine Learning Representations with Stereoelectronics-Infused Molecular Graphs8 Aug 2024 0 repositories listed
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Understanding and Modeling Job Marketplace with Pretrained Language Models8 Aug 2024 0 repositories listed
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SETN: Stock Embedding Enhanced with Textual and Network Information6 Aug 2024 0 repositories listed
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CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs6 Aug 2024 0 repositories listed
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MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis6 Aug 2024 0 repositories listed
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Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks5 Aug 2024 0 repositories listed
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Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities2 Aug 2024 0 repositories listed
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CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction1 Aug 2024 0 repositories listed
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Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations1 Aug 2024 0 repositories listed
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MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images31 Jul 2024 0 repositories listed
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GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks30 Jul 2024 0 repositories listed
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Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies30 Jul 2024 0 repositories listed
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A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation29 Jul 2024 0 repositories listed
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GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks28 Jul 2024 0 repositories listed
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Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain28 Jul 2024 0 repositories listed
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Graph Residual based Method for Molecular Property Prediction27 Jul 2024 0 repositories listed
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Enhancing material property prediction with ensemble deep graph convolutional networks26 Jul 2024 0 repositories listed
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Multi-turn Response Selection with Commonsense-enhanced Language Models26 Jul 2024 0 repositories listed
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Robust Learning in Bayesian Parallel Branching Graph Neural Networks: The Narrow Width Limit26 Jul 2024 0 repositories listed
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Your Graph Recommender is Provably a Single-view Graph Contrastive Learning25 Jul 2024 0 repositories listed
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Global Confidence Degree Based Graph Neural Network for Financial Fraud Detection24 Jul 2024 0 repositories listed
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LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation22 Jul 2024 0 repositories listed
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Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs22 Jul 2024 0 repositories listed
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Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques20 Jul 2024 0 repositories listed
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Krait: A Backdoor Attack Against Graph Prompt Tuning18 Jul 2024 0 repositories listed
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Fusion Flow-enhanced Graph Pooling Residual Networks for Unmanned Aerial Vehicles Surveillance in Day and Night Dual Visions17 Jul 2024 0 repositories listed
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SENC: Handling Self-collision in Neural Cloth Simulation17 Jul 2024 0 repositories listed
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Urban Traffic Forecasting with Integrated Travel Time and Data Availability in a Conformal Graph Neural Network Framework17 Jul 2024 0 repositories listed
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A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility16 Jul 2024 0 repositories listed
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Accounting for Work Zone Disruptions in Traffic Flow Forecasting16 Jul 2024 0 repositories listed
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SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks16 Jul 2024 0 repositories listed
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Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach16 Jul 2024 0 repositories listed
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Improved Uncertainty Estimation of Graph Neural Network Potentials Using Engineered Latent Space Distances15 Jul 2024 0 repositories listed
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Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions14 Jul 2024 0 repositories listed
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Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification12 Jul 2024 0 repositories listed
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The μ𝒢 Language for Programming Graph Neural Networks12 Jul 2024 0 repositories listed
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A review of graph neural network applications in mechanics-related domains10 Jul 2024 0 repositories listed
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AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation10 Jul 2024 0 repositories listed
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Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs10 Jul 2024 0 repositories listed
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Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics9 Jul 2024 0 repositories listed
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Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections9 Jul 2024 0 repositories listed
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Graph Neural Network, ChebNet, Graph Convolutional Network, and Graph Autoencoder: Tutorial and Survey8 Jul 2024 0 repositories listed
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Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts8 Jul 2024 0 repositories listed
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PICA: Physics-Integrated Clothed Avatar7 Jul 2024 0 repositories listed
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A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs6 Jul 2024 0 repositories listed
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Dance of the ADS: Orchestrating Failures through Historically-Informed Scenario Fuzzing5 Jul 2024 0 repositories listed
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SSP-GNN: Learning to Track via Bilevel Optimization5 Jul 2024 0 repositories listed
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GraphCNNpred: A stock market indices prediction using a Graph based deep learning system4 Jul 2024 0 repositories listed
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SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network3 Jul 2024 0 repositories listed
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Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction2 Jul 2024 0 repositories listed
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Structure-Aware Consensus Network on Graphs with Few Labeled Nodes2 Jul 2024 0 repositories listed
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RoboPack: Learning Tactile-Informed Dynamics Models for Dense Packing1 Jul 2024 0 repositories listed
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ESGNN: Towards Equivariant Scene Graph Neural Network for 3D Scene Understanding30 Jun 2024 0 repositories listed
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Modeling the Real World with High-Density Visual Particle Dynamics28 Jun 2024 0 repositories listed
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Amplify Graph Learning for Recommendation via Sparsity Completion27 Jun 2024 0 repositories listed
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MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation27 Jun 2024 0 repositories listed