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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 27 of 36: papers 2,601 to 2,700 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.

• LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification
  12 Jan 2023 0 repositories listed
• Modeling the evolution of temporal knowledge graphs with uncertainty
  12 Jan 2023 0 repositories listed
• Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks
  11 Jan 2023 0 repositories listed
• Inferring Gene Regulatory Neural Networks for Bacterial Decision Making in Biofilms
  10 Jan 2023 0 repositories listed
• Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation
  10 Jan 2023 0 repositories listed
• Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
  9 Jan 2023 0 repositories listed
• Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment
  7 Jan 2023 0 repositories listed
• GNN-based Passenger Request Prediction
  6 Jan 2023 0 repositories listed
• Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA
  4 Jan 2023 0 repositories listed
• Boosting Neural Networks to Decompile Optimized Binaries
  3 Jan 2023 0 repositories listed
• Machine Learning for Large-Scale Optimization in 6G Wireless Networks
  3 Jan 2023 0 repositories listed
• A plug-in graph neural network to boost temporal sensitivity in fMRI analysis
  1 Jan 2023 0 repositories listed
• Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing
  1 Jan 2023 0 repositories listed
• Target-Referenced Reactive Grasping for Dynamic Objects
  1 Jan 2023 0 repositories listed
• GANExplainer: GAN-based Graph Neural Networks Explainer
  30 Dec 2022 0 repositories listed
• PersonaSAGE: A Multi-Persona Graph Neural Network
  28 Dec 2022 0 repositories listed
• 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance
  26 Dec 2022 0 repositories listed
• STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension
  24 Dec 2022 0 repositories listed
• Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data
  21 Dec 2022 0 repositories listed
• GraphIX: Graph-based In silico XAI(explainable artificial intelligence) for drug repositioning from biopharmaceutical network
  21 Dec 2022 0 repositories listed
• Rumour detection using graph neural network and oversampling in benchmark Twitter dataset
  20 Dec 2022 0 repositories listed
• Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension
  19 Dec 2022 0 repositories listed
• Graph Neural Network based Child Activity Recognition
  18 Dec 2022 0 repositories listed
• Realistic Synthetic Social Networks with Graph Neural Networks
  15 Dec 2022 0 repositories listed
• Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata
  13 Dec 2022 0 repositories listed
• ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition
  11 Dec 2022 0 repositories listed
• FAIR AI Models in High Energy Physics
  9 Dec 2022 0 repositories listed
• Robust Graph Representation Learning via Predictive Coding
  9 Dec 2022 0 repositories listed
• Time-Synchronized State Estimation Using Graph Neural Networks in Presence of Topology Changes
  8 Dec 2022 0 repositories listed
• A Temporal Graph Neural Network for Cyber Attack Detection and Localization in Smart Grids
  7 Dec 2022 0 repositories listed
• Dynamic Graph Node Classification via Time Augmentation
  7 Dec 2022 0 repositories listed
• Learning Graph Search Heuristics
  7 Dec 2022 0 repositories listed
• RBF-MGN:Solving spatiotemporal PDEs with Physics-informed Graph Neural Network
  6 Dec 2022 0 repositories listed
• Self-supervised Graph Representation Learning for Black Market Account Detection
  6 Dec 2022 0 repositories listed
• Semantic Graph Neural Network with Multi-measure Learning for Semi-supervised Classification
  4 Dec 2022 0 repositories listed
• Application of a Dynamic Line Graph Neural Network for Intrusion Detection With Semisupervised Learning
  2 Dec 2022 0 repositories listed
• Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
  2 Dec 2022 0 repositories listed
• Multiscale Graph Neural Networks for Protein Residue Contact Map Prediction
  2 Dec 2022 0 repositories listed
• On the Limit of Explaining Black-box Temporal Graph Neural Networks
  2 Dec 2022 0 repositories listed
• SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction
  2 Dec 2022 0 repositories listed
• A Model-based GNN for Learning Precoding
  1 Dec 2022 0 repositories listed
• Denoising Diffusion for Sampling SAT Solutions
  30 Nov 2022 0 repositories listed
• Continuous Neural Algorithmic Planners
  29 Nov 2022 0 repositories listed
• Confidence-Aware Graph Neural Networks for Learning Reliability Assessment Commitments
  28 Nov 2022 0 repositories listed
• Dual Information Enhanced Multi-view Attributed Graph Clustering
  28 Nov 2022 0 repositories listed
• FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs
  27 Nov 2022 0 repositories listed
• Understanding the Performance of Learning Precoding Policy with GNN and CNNs
  27 Nov 2022 0 repositories listed
• Learning Branching Heuristics from Graph Neural Networks
  26 Nov 2022 0 repositories listed
• Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry
  25 Nov 2022 0 repositories listed
• Molecular Joint Representation Learning via Multi-modal Information
  25 Nov 2022 0 repositories listed
• End-to-end Wind Turbine Wake Modelling with Deep Graph Representation Learning
  24 Nov 2022 0 repositories listed
• An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in OGB Large-Scale Challenge @ NeurIPS 2022
  23 Nov 2022 0 repositories listed
• Learning Cooperative Beamforming with Edge-Update Empowered Graph Neural Networks
  23 Nov 2022 0 repositories listed
• Scalable Predictive Beamforming for IRS-Assisted Multi-User Communications: A Deep Learning Approach
  23 Nov 2022 0 repositories listed
• MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series
  22 Nov 2022 0 repositories listed
• Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras
  22 Nov 2022 0 repositories listed
• Correlative Preference Transfer with Hierarchical Hypergraph Network for Multi-Domain Recommendation
  21 Nov 2022 0 repositories listed
• Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks
  21 Nov 2022 0 repositories listed
• Recommending Related Products Using Graph Neural Networks in Directed Graphs
  18 Nov 2022 0 repositories listed
• Cross-Mode Knowledge Adaptation for Bike Sharing Demand Prediction using Domain-Adversarial Graph Neural Networks
  16 Nov 2022 0 repositories listed
• Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network
  16 Nov 2022 0 repositories listed
• Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems
  15 Nov 2022 0 repositories listed
• Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation
  14 Nov 2022 0 repositories listed
• A Scalable Graph Neural Network Decoder for Short Block Codes
  13 Nov 2022 0 repositories listed
• Learning Stable Graph Neural Networks via Spectral Regularization
  13 Nov 2022 0 repositories listed
• Comprehensive Analysis of Over-smoothing in Graph Neural Networks from Markov Chains Perspective
  12 Nov 2022 0 repositories listed
• Innovative Drug-like Molecule Generation from Flow-based Generative Model
  12 Nov 2022 0 repositories listed
• DistGNN-MB: Distributed Large-Scale Graph Neural Network Training on x86 via Minibatch Sampling
  11 Nov 2022 0 repositories listed
• Contrastive Self-Supervised Learning for Skeleton Representations
  10 Nov 2022 0 repositories listed
• Employing Graph Representations for Cell-level Characterization of Melanoma MELC Samples
  10 Nov 2022 0 repositories listed
• GREENER: Graph Neural Networks for News Media Profiling
  10 Nov 2022 0 repositories listed
• Flaky Performances when Pretraining on Relational Databases
  9 Nov 2022 0 repositories listed
• Semi-Equivariant Continuous Normalizing Flows for Target-Aware Molecule Generation
  9 Nov 2022 0 repositories listed
• GENIUS: A Novel Solution for Subteam Replacement with Clustering-based Graph Neural Network
  8 Nov 2022 0 repositories listed
• Review of coreference resolution in English and Persian
  8 Nov 2022 0 repositories listed
• Application of Graph Neural Networks and graph descriptors for graph classification
  7 Nov 2022 0 repositories listed
• Retention Time Prediction for Chromatographic Enantioseparation by Quantile Geometry-enhanced Graph Neural Network
  7 Nov 2022 0 repositories listed
• Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach
  6 Nov 2022 0 repositories listed
• Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG
  6 Nov 2022 0 repositories listed
• 1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems
  5 Nov 2022 0 repositories listed
• PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment
  4 Nov 2022 0 repositories listed
• Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing
  3 Nov 2022 0 repositories listed
• Distributed Graph Neural Network Training: A Survey
  1 Nov 2022 0 repositories listed
• Efficient Graph Neural Network Inference at Large Scale
  1 Nov 2022 0 repositories listed
• Leveraging commonsense for object localisation in partial scenes
  1 Nov 2022 0 repositories listed
• GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers
  31 Oct 2022 0 repositories listed
• GotFlow3D: Recurrent Graph Optimal Transport for Learning 3D Flow Motion in Particle Tracking
  31 Oct 2022 0 repositories listed
• Learning Modular Robot Locomotion from Demonstrations
  31 Oct 2022 0 repositories listed
• Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition
  30 Oct 2022 0 repositories listed
• A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks
  28 Oct 2022 0 repositories listed
• Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems
  27 Oct 2022 0 repositories listed
• Discourse-Aware Emotion Cause Extraction in Conversations
  26 Oct 2022 0 repositories listed
• Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network
  26 Oct 2022 0 repositories listed
• Network Aware Compute and Memory Allocation in Optically Composable Data Centres with Deep Reinforcement Learning and Graph Neural Networks
  26 Oct 2022 0 repositories listed
• LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering
  25 Oct 2022 0 repositories listed
• The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection
  22 Oct 2022 0 repositories listed
• Benchmarking GPU and TPU Performance with Graph Neural Networks
  21 Oct 2022 0 repositories listed
• Graph Neural Networks with Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data
  20 Oct 2022 0 repositories listed
• gSuite: A Flexible and Framework Independent Benchmark Suite for Graph Neural Network Inference on GPUs
  20 Oct 2022 0 repositories listed
• FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks
  17 Oct 2022 0 repositories listed