Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 10

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 10 of 27: papers 901 to 1,000 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.

• From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach
  6 Nov 2023 · 0 repositories · arXiv:2311.03260
• A Systematic Review of Deep Graph Neural Networks: Challenges, Classification, Architectures, Applications & Potential Utility in Bioinformatics
  3 Nov 2023 · 0 repositories · arXiv:2311.02127
• Pairing-based graph neural network for simulating quantum materials
  3 Nov 2023 · 0 repositories · arXiv:2311.02143
• Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent
  2 Nov 2023 · 0 repositories · arXiv:2311.01205
• Graph Neural Networks for Topological Feature Extraction in ECG Classification
  2 Nov 2023 · 0 repositories · arXiv:2311.04228
• Entity Alignment Method of Science and Technology Patent based on Graph Convolution Network and Information Fusion
  1 Nov 2023 · 0 repositories · arXiv:2311.00300
• Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures
  1 Nov 2023 · 0 repositories · arXiv:2311.00636
• Robust Graph Clustering via Meta Weighting for Noisy Graphs
  1 Nov 2023 · 1 repository · arXiv:2311.00322
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
• Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network
  1 Nov 2023 · 0 repositories · arXiv:2311.00296
• Autoregressive Renaissance in Neural PDE Solvers
  30 Oct 2023 · 0 repositories · arXiv:2310.19763
• MAG-GNN: Reinforcement Learning Boosted Graph Neural Network
  29 Oct 2023 · 0 repositories · arXiv:2310.19142
• Topological, or Non-topological? A Deep Learning Based Prediction
  29 Oct 2023 · 0 repositories · arXiv:2310.18907
• Maximum Independent Set: Self-Training through Dynamic Programming
  28 Oct 2023 · 1 repository · arXiv:2310.18672
  Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs
  27 Oct 2023 · 0 repositories · arXiv:2310.18152
• One Model Fits All: Cross-Region Taxi-Demand Forecasting
  27 Oct 2023 · 0 repositories · arXiv:2310.18215
• A Hybrid Graph Network for Complex Activity Detection in Video
  26 Oct 2023 · 0 repositories · arXiv:2310.17493
• Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs
  24 Oct 2023 · 1 repository · arXiv:2310.15865
  Syntology 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) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• A Hybrid GNN approach for predicting node data for 3D meshes
  23 Oct 2023 · 0 repositories · arXiv:2310.14707
• Efficient Heterogeneous Graph Learning via Random Projection
  23 Oct 2023 · 1 repository · arXiv:2310.14481
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs
  23 Oct 2023 · 1 repository · arXiv:2310.15109
• Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries
  23 Oct 2023 · 0 repositories · arXiv:2310.15003
• Ensemble Learning for Graph Neural Networks
  22 Oct 2023 · 2 repositories · arXiv:2310.14166
• Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems
  22 Oct 2023 · 1 repository · arXiv:2310.14157
• FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows
  20 Oct 2023 · 1 repository · arXiv:2310.13248
• Towards Enhancing Relational Rules for Knowledge Graph Link Prediction
  20 Oct 2023 · 1 repository · arXiv:2310.13411
• Agri-GNN: A Novel Genotypic-Topological Graph Neural Network Framework Built on GraphSAGE for Optimized Yield Prediction
  19 Oct 2023 · 0 repositories · arXiv:2310.13037
• DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text
  19 Oct 2023 · 1 repository · arXiv:2310.12557
• End-to-End Heterogeneous Graph Neural Networks for Traffic Assignment
  19 Oct 2023 · 0 repositories · arXiv:2310.13193
• MuseGNN: Interpretable and Convergent Graph Neural Network Layers at Scale
  19 Oct 2023 · 0 repositories · arXiv:2310.12457
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
• WeaveNet for Approximating Two-sided Matching Problems
  19 Oct 2023 · 1 repository · arXiv:2310.12515
• Building a Graph-based Deep Learning network model from captured traffic traces
  18 Oct 2023 · 0 repositories · arXiv:2310.11889
• Equipping Federated Graph Neural Networks with Structure-aware Group Fairness
  18 Oct 2023 · 1 repository · arXiv:2310.12350
• Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation
  18 Oct 2023 · 0 repositories · arXiv:2310.11730
• Learning Co-Speech Gesture for Multimodal Aphasia Type Detection
  18 Oct 2023 · 1 repository · arXiv:2310.11710
• NeuroCUT: A Neural Approach for Robust Graph Partitioning
  18 Oct 2023 · 1 repository · arXiv:2310.11787
• Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection
  17 Oct 2023 · 0 repositories · arXiv:2310.10898
• VcT: Visual change Transformer for Remote Sensing Image Change Detection
  17 Oct 2023 · 1 repository · arXiv:2310.11417
• Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks
  12 Oct 2023 · 1 repository · arXiv:2310.07979
• Infinite Width Graph Neural Networks for Node Regression/ Classification
  12 Oct 2023 · 1 repository · arXiv:2310.08176
• Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS
  11 Oct 2023 · 0 repositories · arXiv:2310.07667
• GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive Testing
  11 Oct 2023 · 1 repository · arXiv:2310.07477
  Syntology official (archive's flag): 3 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Non-backtracking Graph Neural Networks
  11 Oct 2023 · 1 repository · arXiv:2310.07430
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Neural Relational Inference with Fast Modular Meta-learning
  10 Oct 2023 · 1 repository · arXiv:2310.07015
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
• Hybrid Recommendation System using Graph Neural Network and BERT Embeddings
  7 Oct 2023 · 0 repositories · arXiv:2310.04878
• AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models
  6 Oct 2023 · 0 repositories · arXiv:2310.04047
• Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix
  4 Oct 2023 · 0 repositories · arXiv:2310.02606
• Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection
  4 Oct 2023 · 1 repository · arXiv:2310.02861
  Syntology 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) · 5 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks
  4 Oct 2023 · 0 repositories · arXiv:2310.02568
• Score dynamics: scaling molecular dynamics with picoseconds timestep via conditional diffusion model
  2 Oct 2023 · 1 repository · arXiv:2310.01678
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 15 harvested samples) · 15 pointer-only (licence)
• The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks
  2 Oct 2023 · 1 repository · arXiv:2310.01144
• Are Graph Neural Networks Optimal Approximation Algorithms?
  1 Oct 2023 · 1 repository · arXiv:2310.00526
  Syntology 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) · 7 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• GNRK: Graph Neural Runge-Kutta method for solving partial differential equations
  1 Oct 2023 · 1 repository · arXiv:2310.00618
• PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction
  1 Oct 2023 · 1 repository · arXiv:2310.00614
• Physics-Informed Graph Neural Network for Dynamic Reconfiguration of Power Systems
  1 Oct 2023 · 0 repositories · arXiv:2310.00728
• Sequential Monte Carlo Graph Convolutional Network for Dynamic Brain Connectivity
  1 Oct 2023 · 0 repositories · arXiv:2310.00630
• Learning High-level Semantic-Relational Concepts for SLAM
  30 Sep 2023 · 0 repositories · arXiv:2310.00401
• Learning State-Augmented Policies for Information Routing in Communication Networks
  30 Sep 2023 · 1 repository · arXiv:2310.00248
• ResolvNet: A Graph Convolutional Network with multi-scale Consistency
  30 Sep 2023 · 0 repositories · arXiv:2310.00431
• ADMET property prediction through combinations of molecular fingerprints
  29 Sep 2023 · 1 repository · arXiv:2310.00174
• Asynchronous Graph Generator
  29 Sep 2023 · 1 repository · arXiv:2309.17335
• DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems
  29 Sep 2023 · 0 repositories · arXiv:2309.17433
• MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data
  29 Sep 2023 · 1 repository · arXiv:2310.02275
  Syntology 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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• On the Equivalence of Graph Convolution and Mixup
  29 Sep 2023 · 1 repository · arXiv:2310.00183
• Reinforcement Learning for Node Selection in Branch-and-Bound
  29 Sep 2023 · 0 repositories · arXiv:2310.00112
• Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation
  28 Sep 2023 · 0 repositories · arXiv:2309.16173
• MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network
  28 Sep 2023 · 1 repository · arXiv:2309.16374
• Graph Neural Prompting with Large Language Models
  27 Sep 2023 · 1 repository · arXiv:2309.15427
• XGV-BERT: Leveraging Contextualized Language Model and Graph Neural Network for Efficient Software Vulnerability Detection
  26 Sep 2023 · 0 repositories · arXiv:2309.14677
• A Model-Agnostic Graph Neural Network for Integrating Local and Global Information
  23 Sep 2023 · 0 repositories · arXiv:2309.13459
• Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading
  22 Sep 2023 · 0 repositories · arXiv:2309.13022
• ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction
  22 Sep 2023 · 0 repositories · arXiv:2309.12892
• AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity
  21 Sep 2023 · 1 repository
• Efficiently incorporating quintuple interactions into geometric deep learning force fields
  21 Sep 2023 · 1 repository
• LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings
  21 Sep 2023 · 1 repository
• Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily
  21 Sep 2023 · 0 repositories
• Three Iterations of (d − 1)-WL Test Distinguish Non Isometric Clouds of d-dimensional Points
  21 Sep 2023 · 0 repositories
• Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks
  21 Sep 2023 · 0 repositories
• Article Classification with Graph Neural Networks and Multigraphs
  20 Sep 2023 · 1 repository · arXiv:2309.11341
• InkStream: Real-time GNN Inference on Streaming Graphs via Incremental Update
  20 Sep 2023 · 1 repository · arXiv:2309.11071
• Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening
  20 Sep 2023 · 0 repositories · arXiv:2309.11687
• Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables
  20 Sep 2023 · 0 repositories · arXiv:2309.11049
• Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning
  19 Sep 2023 · 0 repositories · arXiv:2309.10890
• MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images
  19 Sep 2023 · 1 repository · arXiv:2309.10650
• A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid
  18 Sep 2023 · 0 repositories · arXiv:2309.09921
• Efficient Low-Rank GNN Defense Against Structural Attacks
  18 Sep 2023 · 0 repositories · arXiv:2309.10136
• Towards Differential Privacy in Sequential Recommendation: A Noisy Graph Neural Network Approach
  17 Sep 2023 · 0 repositories · arXiv:2309.11515
• VulnSense: Efficient Vulnerability Detection in Ethereum Smart Contracts by Multimodal Learning with Graph Neural Network and Language Model
  15 Sep 2023 · 0 repositories · arXiv:2309.08474
• XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN
  15 Sep 2023 · 0 repositories · arXiv:2309.08485
• HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
  14 Sep 2023 · 1 repository · arXiv:2309.07400
  Syntology 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) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Naturalistic Robot Arm Trajectory Generation via Representation Learning
  14 Sep 2023 · 0 repositories · arXiv:2309.07550
• Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors
  13 Sep 2023 · 0 repositories · arXiv:2309.06782
• GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection
  12 Sep 2023 · 1 repository · arXiv:2309.05953
• Self-explainable Graph Neural Network for Alzheimer's Disease And Related Dementias Risk Prediction
  12 Sep 2023 · 0 repositories · arXiv:2309.06584
• PCN: A Deep Learning Approach to Jet Tagging Utilizing Novel Graph Construction Methods and Chebyshev Graph Convolutions
  12 Sep 2023 · 1 repository · arXiv:2309.08630
• SAF: Smart Aggregation Framework for Revealing Atoms Importance Rank and Improving Prediction Rates in Drug Discovery
  12 Sep 2023 · 0 repositories · arXiv:2310.03028
• A parameterised model for link prediction using node centrality and similarity measure based on graph embedding
  11 Sep 2023 · 0 repositories · arXiv:2309.05434
• Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis
  11 Sep 2023 · 0 repositories · arXiv:2309.05525
• Efficient Network Representation for GNN-based Intrusion Detection
  11 Sep 2023 · 0 repositories · arXiv:2310.05956
• Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data
  11 Sep 2023 · 1 repository · arXiv:2309.05305
• Learning the Geodesic Embedding with Graph Neural Networks
  11 Sep 2023 · 1 repository · arXiv:2309.05613
  Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)