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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 32 of 36: papers 3,101 to 3,200 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.

• On the Effect of Input Perturbations for Graph Neural Networks
  29 Sep 2021 0 repositories listed
• PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels
  29 Sep 2021 0 repositories listed
• Trading Quality for Efficiency of Graph Partitioning: An Inductive Method across Graphs
  29 Sep 2021 0 repositories listed
• Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation
  28 Sep 2021 0 repositories listed
• Data-driven Taylor-Galerkin finite-element scheme for convection problems
  27 Sep 2021 0 repositories listed
• A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions
  27 Sep 2021 0 repositories listed
• HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting
  27 Sep 2021 0 repositories listed
• Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation
  24 Sep 2021 0 repositories listed
• Regression modeling on DNA encoded libraries
  24 Sep 2021 0 repositories listed
• Semi-supervised Graph Neural Network for Particle-level Noise Removal
  24 Sep 2021 0 repositories listed
• Efficient, Interpretable Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy
  23 Sep 2021 0 repositories listed
• Differentiable Scaffolding Tree for Molecular Optimization
  22 Sep 2021 0 repositories listed
• HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning
  22 Sep 2021 0 repositories listed
• Graph Neural Netwrok with Interaction Pattern for Group Recommendation
  21 Sep 2021 0 repositories listed
• RaWaNet: Enriching Graph Neural Network Input via Random Walks on Graphs
  15 Sep 2021 0 repositories listed
• Shape-Biased Domain Generalization via Shock Graph Embeddings
  13 Sep 2021 0 repositories listed
• ProcK: Machine Learning for Knowledge-Intensive Processes
  10 Sep 2021 0 repositories listed
• GNisi: A graph network for reconstructing Ising models from multivariate binarized data
  9 Sep 2021 0 repositories listed
• Open-World Distributed Robot Self-Localization with Transferable Visual Vocabulary and Both Absolute and Relative Features
  9 Sep 2021 0 repositories listed
• X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning
  8 Sep 2021 0 repositories listed
• HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning
  7 Sep 2021 0 repositories listed
• Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation
  7 Sep 2021 0 repositories listed
• Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms
  6 Sep 2021 0 repositories listed
• Knowledge Graph Enhanced Event Extraction in Financial Documents
  6 Sep 2021 0 repositories listed
• Training Graph Neural Networks by Graphon Estimation
  4 Sep 2021 0 repositories listed
• MutualGraphNet: A novel model for motor imagery classification
  2 Sep 2021 0 repositories listed
• Heterogeneous Graph Neural Network with Multi-view Representation Learning
  31 Aug 2021 0 repositories listed
• Multiplex Graph Neural Network for Extractive Text Summarization
  29 Aug 2021 0 repositories listed
• Identity-aware Graph Memory Network for Action Detection
  26 Aug 2021 0 repositories listed
• Reiterative Domain Aware Multi-Target Adaptation
  26 Aug 2021 0 repositories listed
• ETA Prediction with Graph Neural Networks in Google Maps
  25 Aug 2021 0 repositories listed
• Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction
  25 Aug 2021 0 repositories listed
• GrADE: A graph based data-driven solver for time-dependent nonlinear partial differential equations
  24 Aug 2021 0 repositories listed
• 3D Shapes Local Geometry Codes Learning with SDF
  19 Aug 2021 0 repositories listed
• Blockchain Phishing Scam Detection via Multi-channel Graph Classification
  19 Aug 2021 0 repositories listed
• When Product Search Meets Collaborative Filtering: A Hierarchical Heterogeneous Graph Neural Network Approach
  17 Aug 2021 0 repositories listed
• LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis
  14 Aug 2021 0 repositories listed
• Progressive Representative Labeling for Deep Semi-Supervised Learning
  13 Aug 2021 0 repositories listed
• Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification
  13 Aug 2021 0 repositories listed
• SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network
  12 Aug 2021 0 repositories listed
• Maximizing Influence with Graph Neural Networks
  10 Aug 2021 0 repositories listed
• MAF-GNN: Multi-adaptive Spatiotemporal-flow Graph Neural Network for Traffic Speed Forecasting
  8 Aug 2021 0 repositories listed
• On the Difficulty of Generalizing Reinforcement Learning Framework for Combinatorial Optimization
  8 Aug 2021 0 repositories listed
• Jointly Attacking Graph Neural Network and its Explanations
  7 Aug 2021 0 repositories listed
• Missing Data Estimation in Temporal Multilayer Position-aware Graph Neural Network (TMP-GNN)
  7 Aug 2021 0 repositories listed
• Understanding Human Innate Immune System Dependencies using Graph Neural Networks
  5 Aug 2021 0 repositories listed
• Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud
  2 Aug 2021 0 repositories listed
• Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search
  2 Aug 2021 0 repositories listed
• Time-based Dynamic Controllability of Disjunctive Temporal Networks with Uncertainty: A Tree Search Approach with Graph Neural Network Guidance
  2 Aug 2021 0 repositories listed
• Discovering Dialog Structure Graph for Coherent Dialog Generation
  1 Aug 2021 0 repositories listed
• Label-Specific Dual Graph Neural Network for Multi-Label Text Classification
  1 Aug 2021 0 repositories listed
• Reasoning over Entity-Action-Location Graph for Procedural Text Understanding
  1 Aug 2021 0 repositories listed
• Spatio-temporal graph neural networks for multi-site PV power forecasting
  29 Jul 2021 0 repositories listed
• Packet Routing with Graph Attention Multi-agent Reinforcement Learning
  28 Jul 2021 0 repositories listed
• Explicit Pairwise Factorized Graph Neural Network for Semi-Supervised Node Classification
  27 Jul 2021 0 repositories listed
• Multi-Echo LiDAR for 3D Object Detection
  23 Jul 2021 0 repositories listed
• GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection
  19 Jul 2021 0 repositories listed
• Wide and Deep Graph Neural Network with Distributed Online Learning
  19 Jul 2021 0 repositories listed
• Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN
  18 Jul 2021 0 repositories listed
• Towards an Interpretable Latent Space in Structured Models for Video Prediction
  16 Jul 2021 0 repositories listed
• Towards Representation Identical Privacy-Preserving Graph Neural Network via Split Learning
  13 Jul 2021 0 repositories listed
• Generalization of graph network inferences in higher-order graphical models
  12 Jul 2021 0 repositories listed
• Group-Node Attention for Community Evolution Prediction
  9 Jul 2021 0 repositories listed
• Classifying Component Function in Product Assemblies with Graph Neural Networks
  8 Jul 2021 0 repositories listed
• PPGN: Physics-Preserved Graph Networks for Real-Time Fault Location in Distribution Systems with Limited Observation and Labels
  5 Jul 2021 0 repositories listed
• Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks
  2 Jul 2021 0 repositories listed
• Exploiting Positional Information for Session-based Recommendation
  2 Jul 2021 0 repositories listed
• Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network
  2 Jul 2021 0 repositories listed
• Curvature Graph Neural Network
  30 Jun 2021 0 repositories listed
• Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning
  30 Jun 2021 0 repositories listed
• Dual GNNs: Graph Neural Network Learning with Limited Supervision
  29 Jun 2021 0 repositories listed
• Deep Learning for Technical Document Classification
  27 Jun 2021 0 repositories listed
• DeepGD: A Deep Learning Framework for Graph Drawing Using GNN
  27 Jun 2021 0 repositories listed
• Efficient Document Image Classification Using Region-Based Graph Neural Network
  25 Jun 2021 0 repositories listed
• Privileged Zero-Shot AutoML
  25 Jun 2021 0 repositories listed
• Reliable Graph Neural Network Explanations Through Adversarial Training
  25 Jun 2021 0 repositories listed
• To the Point: Efficient 3D Object Detection in the Range Image with Graph Convolution Kernels
  25 Jun 2021 0 repositories listed
• VEGN: Variant Effect Prediction with Graph Neural Networks
  25 Jun 2021 0 repositories listed
• MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction
  24 Jun 2021 0 repositories listed
• A Vertical Federated Learning Framework for Graph Convolutional Network
  22 Jun 2021 0 repositories listed
• Scene Essence
  19 Jun 2021 0 repositories listed
• RLC-GNN: An Improved Deep Architecture for Spatial-Based Graph Neural Network with Application to Fraud Detection
  18 Jun 2021 0 repositories listed
• Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection
  18 Jun 2021 0 repositories listed
• Adaptive Visibility Graph Neural Network and It's Application in Modulation Classification
  16 Jun 2021 0 repositories listed
• EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals
  16 Jun 2021 0 repositories listed
• Machine Learning Implicit Solvation for Molecular Dynamics
  14 Jun 2021 0 repositories listed
• Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks
  9 Jun 2021 0 repositories listed
• Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks
  8 Jun 2021 0 repositories listed
• Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking
  7 Jun 2021 0 repositories listed
• Learning to Guide a Saturation-Based Theorem Prover
  7 Jun 2021 0 repositories listed
• Time-Series Graph Network for Sea Surface Temperature Prediction
  7 Jun 2021 0 repositories listed
• Graph2Graph Learning with Conditional Autoregressive Models
  6 Jun 2021 0 repositories listed
• Spectral Temporal Graph Neural Network for Trajectory Prediction
  5 Jun 2021 0 repositories listed
• Heterogeneous Graph Neural Network via Attribute Completion
  3 Jun 2021 0 repositories listed
• An Extendible, Graph-Neural-Network-Based Approach for Accurate Force Field Development of Large Flexible Organic Molecules
  2 Jun 2021 0 repositories listed
• Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning
  2 Jun 2021 0 repositories listed
• Breadth First Reasoning Graph for Multi-hop Question Answering
  1 Jun 2021 0 repositories listed
• Structural Realization with GGNNs
  1 Jun 2021 0 repositories listed
• The Role of Entropy in Guiding a Connection Prover
  31 May 2021 0 repositories listed
• DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation
  30 May 2021 0 repositories listed