Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 18

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 18 of 27: papers 1,701 to 1,800 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.

• PIDGeuN: Graph Neural Network-Enabled Transient Dynamics Prediction of Networked Microgrids Through Full-Field Measurement
  18 Apr 2022 · 0 repositories · arXiv:2204.08557
• Learning time-dependent PDE solver using Message Passing Graph Neural Networks
  15 Apr 2022 · 0 repositories · arXiv:2204.07651
• Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission
  14 Apr 2022 · 2 repositories · arXiv:2204.06766
• Solving AC Power Flow with Graph Neural Networks under Realistic Constraints
  14 Apr 2022 · 0 repositories · arXiv:2204.07000
• Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition
  12 Apr 2022 · 0 repositories · arXiv:2204.05518
• Augmentation-Free Graph Contrastive Learning with Performance Guarantee
  11 Apr 2022 · 0 repositories · arXiv:2204.04874
• Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation
  8 Apr 2022 · 1 repository · arXiv:2204.05104
• Explicit Feature Interaction-aware Graph Neural Networks
  7 Apr 2022 · 1 repository · arXiv:2204.03225
• Structure-aware Protein Self-supervised Learning
  6 Apr 2022 · 1 repository · arXiv:2204.04213
• "The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping
  6 Apr 2022 · 0 repositories · arXiv:2204.02944
• Transition Information Enhanced Disentangled Graph Neural Networks for Session-based Recommendation
  5 Apr 2022 · 1 repository · arXiv:2204.02119
• MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection
  4 Apr 2022 · 0 repositories · arXiv:2204.01349
• Synthetic Graph Generation to Benchmark Graph Learning
  4 Apr 2022 · 1 repository · arXiv:2204.01376
• Message Passing Neural Networks for Hypergraphs
  31 Mar 2022 · 0 repositories · arXiv:2203.16995
• AdaGrid: Adaptive Grid Search for Link Prediction Training Objective
  30 Mar 2022 · 1 repository · arXiv:2203.16162
• CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis
  30 Mar 2022 · 0 repositories · arXiv:2203.16280
• Multi-Robot Active Mapping via Neural Bipartite Graph Matching
  30 Mar 2022 · 0 repositories · arXiv:2203.16319
• Graph similarity learning for change-point detection in dynamic networks
  29 Mar 2022 · 1 repository · arXiv:2203.15470
• Learning to Synthesize Volumetric Meshes from Vision-based Tactile Imprints
  29 Mar 2022 · 0 repositories · arXiv:2203.15155
• Revisiting Neighborhood-based Link Prediction for Collaborative Filtering
  29 Mar 2022 · 0 repositories · arXiv:2203.15789
• DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series
  28 Mar 2022 · 1 repository · arXiv:2203.15009
• Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision
  28 Mar 2022 · 1 repository · arXiv:2203.14921
• Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks
  28 Mar 2022 · 0 repositories · arXiv:2203.15030
• TGL: A General Framework for Temporal GNN Training on Billion-Scale Graphs
  28 Mar 2022 · 2 repositories · arXiv:2203.14883
  Syntology official (archive's flag): 2 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) · 3 unverified (of 6 harvested samples) · 5 pointer-only (licence)
• End-to-End Active Speaker Detection
  27 Mar 2022 · 3 repositories · arXiv:2203.14250
  Syntology official (archive's flag): 2 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• A comparative analysis of Graph Neural Networks and commonly used machine learning algorithms on fake news detection
  26 Mar 2022 · 0 repositories · arXiv:2203.14132
• SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks
  25 Mar 2022 · 1 repository · arXiv:2203.13913
• LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction
  24 Mar 2022 · 0 repositories · arXiv:2203.12831
• Ethereum Fraud Detection with Heterogeneous Graph Neural Networks
  23 Mar 2022 · 0 repositories · arXiv:2203.12363
• 3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention
  21 Mar 2022 · 0 repositories · arXiv:2203.10926
• Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport
  20 Mar 2022 · 1 repository · arXiv:2203.10453
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• Inspection-L: Self-Supervised GNN Node Embeddings for Money Laundering Detection in Bitcoin
  20 Mar 2022 · 0 repositories · arXiv:2203.10465
• Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily
  19 Mar 2022 · 0 repositories · arXiv:2203.10280
• Bike Sharing Demand Prediction based on Knowledge Sharing across Modes: A Graph-based Deep Learning Approach
  18 Mar 2022 · 0 repositories · arXiv:2203.10961
• Series Photo Selection via Multi-view Graph Learning
  18 Mar 2022 · 0 repositories · arXiv:2203.09736
• Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks
  16 Mar 2022 · 1 repository · arXiv:2203.08852
  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)
• Variational inference of fractional Brownian motion with linear computational complexity
  15 Mar 2022 · 0 repositories · arXiv:2203.07961
• Supervised Contrastive Learning with Structure Inference for Graph Classification
  15 Mar 2022 · 0 repositories · arXiv:2203.07691
• Towards Neural Sparse Linear Solvers
  14 Mar 2022 · 0 repositories · arXiv:2203.06944
• Pruned Graph Neural Network for Short Story Ordering
  13 Mar 2022 · 0 repositories · arXiv:2203.06778
• Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control
  11 Mar 2022 · 0 repositories · arXiv:2203.05985
• Spatial Commonsense Graph for Object Localisation in Partial Scenes
  10 Mar 2022 · 1 repository · arXiv:2203.05380
• Adaptive Trajectory Prediction via Transferable GNN
  9 Mar 2022 · 0 repositories · arXiv:2203.05046
• SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters
  9 Mar 2022 · 0 repositories · arXiv:2203.04746
• Panoramic Human Activity Recognition
  8 Mar 2022 · 1 repository · arXiv:2203.03806
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks
  8 Mar 2022 · 0 repositories · arXiv:2203.11011
• Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series
  8 Mar 2022 · 0 repositories · arXiv:2203.03991
• Learning Resilient Radio Resource Management Policies with Graph Neural Networks
  7 Mar 2022 · 1 repository · arXiv:2203.11012
• Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition
  7 Mar 2022 · 0 repositories · arXiv:2203.03195
• Spin-Dependent Graph Neural Network Potential for Magnetic Materials
  6 Mar 2022 · 1 repository · arXiv:2203.02853
• Story Point Effort Estimation by Text Level Graph Neural Network
  6 Mar 2022 · 0 repositories · arXiv:2203.03062
• Graph Neural Networks for Multimodal Single-Cell Data Integration
  3 Mar 2022 · 1 repository · arXiv:2203.01884
  Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• On an application of graph neural networks in population based SHM
  3 Mar 2022 · 0 repositories · arXiv:2203.01646
• Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph
  3 Mar 2022 · 2 repositories · arXiv:2203.01821
• Hyperparameter optimization of data-driven AI models on HPC systems
  2 Mar 2022 · 0 repositories · arXiv:2203.01112
• Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization
  1 Mar 2022 · 0 repositories · arXiv:2203.00611
• Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing
  1 Mar 2022 · 0 repositories · arXiv:2203.00387
• GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection
  25 Feb 2022 · 1 repository · arXiv:2202.12478
• Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection
  25 Feb 2022 · 1 repository · arXiv:2202.12481
  Syntology official (archive's flag): 4 ran · 4 ran (of which 4 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; every one of the 4 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
• Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting
  25 Feb 2022 · 0 repositories · arXiv:2202.12586
• Learning Multi-Object Dynamics with Compositional Neural Radiance Fields
  24 Feb 2022 · 0 repositories · arXiv:2202.11855
• Structured Multi-task Learning for Molecular Property Prediction
  22 Feb 2022 · 1 repository · arXiv:2203.04695
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
• Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation
  21 Feb 2022 · 0 repositories · arXiv:2202.10873
• RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics
  21 Feb 2022 · 0 repositories · arXiv:2202.09977
• Graph Spring Network and Informative Anchor Selection for Session-based Recommendation
  19 Feb 2022 · 0 repositories · arXiv:2202.09502
• Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network
  18 Feb 2022 · 1 repository · arXiv:2202.09177
  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)
• Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning
  17 Feb 2022 · 1 repository · arXiv:2202.08480
• Geometric Graph Representation Learning via Maximizing Rate Reduction
  13 Feb 2022 · 0 repositories · arXiv:2202.06241
• Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network
  12 Feb 2022 · 0 repositories · arXiv:2202.06096
• From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach
  11 Feb 2022 · 0 repositories · arXiv:2202.05525
• Instance-wise algorithm configuration with graph neural networks
  10 Feb 2022 · 1 repository · arXiv:2202.04910
  Syntology official (archive's flag): 4 ran · 4 ran (of which 4 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) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples)
• Graph Neural Network for Cell Tracking in Microscopy Videos
  9 Feb 2022 · 2 repositories · arXiv:2202.04731
• A Graph Neural Network Framework for Grid-Based Simulation
  5 Feb 2022 · 0 repositories · arXiv:2202.02652
• Graph Neural Network with Curriculum Learning for Imbalanced Node Classification
  5 Feb 2022 · 0 repositories · arXiv:2202.02529
• Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning
  3 Feb 2022 · 0 repositories · arXiv:2202.02140
• Duplicate Detection in a Knowledge Base with PIKA
  1 Feb 2022 · 0 repositories
• Graph-based Neural Acceleration for Nonnegative Matrix Factorization
  1 Feb 2022 · 0 repositories · arXiv:2202.00264
• Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks
  1 Feb 2022 · 1 repository · arXiv:2202.00529
• MolNet: A Chemically Intuitive Graph Neural Network for Prediction of Molecular Properties
  1 Feb 2022 · 1 repository · arXiv:2203.09456
• An Exploratory Study of Stock Price Movements from Earnings Calls
  31 Jan 2022 · 0 repositories · arXiv:2203.12460
• A Theoretical Comparison of Graph Neural Network Extensions
  30 Jan 2022 · 0 repositories · arXiv:2201.12884
• Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments
  30 Jan 2022 · 1 repository · arXiv:2201.12776
• Few-Shot Transfer Learning for Device-Free Fingerprinting Indoor Localization
  29 Jan 2022 · 1 repository · arXiv:2201.12656
• Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks
  29 Jan 2022 · 0 repositories · arXiv:2201.12532
• Rewiring with Positional Encodings for Graph Neural Networks
  29 Jan 2022 · 0 repositories · arXiv:2201.12674
• Neural Approximation of Graph Topological Features
  28 Jan 2022 · 2 repositories · arXiv:2201.12032
  Syntology official (archive's flag): 1 ran · 3 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; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• RiskNet: Neural Risk Assessment in Networks of Unreliable Resources
  28 Jan 2022 · 0 repositories · arXiv:2201.12263
• FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification
  27 Jan 2022 · 0 repositories · arXiv:2201.11596
• PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs
  25 Jan 2022 · 1 repository · arXiv:2201.10114
• DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations
  24 Jan 2022 · 1 repository · arXiv:2201.09637
• Graph Neural Diffusion Networks for Semi-supervised Learning
  24 Jan 2022 · 1 repository · arXiv:2201.09698
• HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting
  22 Jan 2022 · 0 repositories · arXiv:2201.09101
• Trustworthy Knowledge Graph Completion Based on Multi-sourced Noisy Data
  21 Jan 2022 · 1 repository · arXiv:2201.08580
• LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models
  20 Jan 2022 · 1 repository · arXiv:2201.08455
• Prediction of the electron density of states for crystalline compounds with Atomistic Line Graph Neural Networks (ALIGNN)
  20 Jan 2022 · 0 repositories · arXiv:2201.08348
• Artificial Intelligence Powered Material Search Engine
  19 Jan 2022 · 0 repositories · arXiv:2202.01916
• A Short Tutorial on The Weisfeiler-Lehman Test And Its Variants
  18 Jan 2022 · 0 repositories · arXiv:2201.07083
• An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization
  16 Jan 2022 · 0 repositories
• Cross-document Misinformation Detection based on Event Graph Reasoning
  16 Jan 2022 · 0 repositories
• Dynamic Relevance Graph Network for Knowledge-Aware Question Answering
  16 Jan 2022 · 0 repositories