Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 19

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 19 of 27: papers 1,801 to 1,900 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.

• Extractive Text Summarization with Latent Topics using Heterogeneous Graph Neural Network
  16 Jan 2022 · 0 repositories
• Edge-based Tensor prediction via graph neural networks
  15 Jan 2022 · 0 repositories · arXiv:2201.05770
• Structure Enhanced Graph Neural Networks for Link Prediction
  14 Jan 2022 · 0 repositories · arXiv:2201.05293
• Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach
  13 Jan 2022 · 0 repositories · arXiv:2201.05158
• Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting
  13 Jan 2022 · 2 repositories · arXiv:2201.04828
• Structure and position-aware graph neural network for airway labeling
  12 Jan 2022 · 1 repository · arXiv:2201.04532
• Quasi-Framelets: Robust Graph Neural Networks via Adaptive Framelet Convolution
  11 Jan 2022 · 1 repository · arXiv:2201.04728
• State Estimation in Electric Power Systems Leveraging Graph Neural Networks
  11 Jan 2022 · 1 repository · arXiv:2201.04056
• Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning
  10 Jan 2022 · 0 repositories · arXiv:2201.03346
• Disentangled Graph Neural Networks for Session-based Recommendation
  10 Jan 2022 · 1 repository · arXiv:2201.03482
• Neuroplastic graph attention networks for nuclei segmentation in histopathology images
  10 Jan 2022 · 0 repositories · arXiv:2201.03669
• MGAE: Masked Autoencoders for Self-Supervised Learning on Graphs
  7 Jan 2022 · 1 repository · arXiv:2201.02534
• Multi-Robot Collaborative Perception with Graph Neural Networks
  5 Jan 2022 · 0 repositories · arXiv:2201.01760
• Graph Neural Networks for Double-Strand DNA Breaks Prediction
  4 Jan 2022 · 0 repositories · arXiv:2201.01855
• A Cluster-Based Trip Prediction Graph Neural Network Model for Bike Sharing Systems
  3 Jan 2022 · 1 repository · arXiv:2201.00720
• Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data
  3 Jan 2022 · 1 repository · arXiv:2201.00818
• Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure
  3 Jan 2022 · 0 repositories · arXiv:2201.00668
• LTP: Lane-Based Trajectory Prediction for Autonomous Driving
  1 Jan 2022 · 0 repositories
• Intention Adaptive Graph Neural Network for Category-aware Session-based Recommendation
  31 Dec 2021 · 1 repository · arXiv:2112.15352
• Motif Graph Neural Network
  30 Dec 2021 · 1 repository · arXiv:2112.14900
• TextRGNN: Residual Graph Neural Networks for Text Classification
  30 Dec 2021 · 0 repositories · arXiv:2112.15060
• Learning Multi-granularity User Intent Unit for Session-based Recommendation
  25 Dec 2021 · 1 repository · arXiv:2112.13197
  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) · 0 unverified (of 1 harvested sample)
• GREED: A Neural Framework for Learning Graph Distance Functions
  24 Dec 2021 · 2 repositories · arXiv:2112.13143
  Syntology official (archive's flag): 6 ran · 6 ran (of which 2 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) · 9 unverified (of 15 harvested samples)
• 3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve
  23 Dec 2021 · 0 repositories · arXiv:2112.12668
• Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need?
  23 Dec 2021 · 0 repositories · arXiv:2112.12345
• S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation
  23 Dec 2021 · 0 repositories · arXiv:2112.12389
• A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing
  21 Dec 2021 · 0 repositories · arXiv:2112.11055
• Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes
  20 Dec 2021 · 1 repository · arXiv:2112.10558
• GNN-Geo: A Graph Neural Network-based Fine-grained IP geolocation Framework
  18 Dec 2021 · 0 repositories · arXiv:2112.10767
• Knowledge graph enhanced recommender system
  17 Dec 2021 · 0 repositories · arXiv:2112.09425
• Neuromorphic Camera Denoising using Graph Neural Network-driven Transformers
  17 Dec 2021 · 1 repository · arXiv:2112.09685
• Two-view Graph Neural Networks for Knowledge Graph Completion
  16 Dec 2021 · 1 repository · arXiv:2112.09231
• Joint Demand Prediction for Multimodal Systems: A Multi-task Multi-relational Spatiotemporal Graph Neural Network Approach
  15 Dec 2021 · 0 repositories · arXiv:2112.08078
• Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds
  14 Dec 2021 · 0 repositories · arXiv:2112.07116
• Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks
  14 Dec 2021 · 0 repositories · arXiv:2112.07743
• SHGNN: Structure-Aware Heterogeneous Graph Neural Network
  12 Dec 2021 · 1 repository · arXiv:2112.06244
• A Self-supervised Mixed-curvature Graph Neural Network
  10 Dec 2021 · 0 repositories · arXiv:2112.05393
• Road Extraction from Overhead Images with Graph Neural Networks
  9 Dec 2021 · 0 repositories · arXiv:2112.05215
• Adaptive Kernel Graph Neural Network
  8 Dec 2021 · 1 repository · arXiv:2112.04575
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• OOD-GNN: Out-of-Distribution Generalized Graph Neural Network
  7 Dec 2021 · 0 repositories · arXiv:2112.03806
• Graph Neural Networks Accelerated Molecular Dynamics
  6 Dec 2021 · 1 repository · arXiv:2112.03383
  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) · 0 unverified (of 6 harvested samples)
• Scalable Geometric Deep Learning on Molecular Graphs
  6 Dec 2021 · 1 repository · arXiv:2112.03364
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Controversy Detection: a Text and Graph Neural Network Based Approach
  3 Dec 2021 · 0 repositories · arXiv:2112.11445
• AutoGEL: An Automated Graph Neural Network with Explicit Link Information
  2 Dec 2021 · 1 repository · arXiv:2112.01064
• Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems
  2 Dec 2021 · 1 repository · arXiv:2112.01035
• ProtGNN: Towards Self-Explaining Graph Neural Networks
  2 Dec 2021 · 1 repository · arXiv:2112.00911
• Stationary Diffusion State Neural Estimation for Multiview Clustering
  2 Dec 2021 · 1 repository · arXiv:2112.01334
• Group-Wise Learning for Weakly Supervised Semantic Segmentation
  1 Dec 2021 · 1 repository
• KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network
  1 Dec 2021 · 0 repositories
• Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation
  1 Dec 2021 · 1 repository
• Solving Graph-based Public Goods Games with Tree Search and Imitation Learning
  1 Dec 2021 · 1 repository
• Towards Multi-Grained Explainability for Graph Neural Networks
  1 Dec 2021 · 1 repository
• Decoding the Protein-ligand Interactions Using Parallel Graph Neural Networks
  30 Nov 2021 · 1 repository · arXiv:2111.15144
  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) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Learning Large-Time-Step Molecular Dynamics with Graph Neural Networks
  30 Nov 2021 · 0 repositories · arXiv:2111.15176
• PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images
  30 Nov 2021 · 1 repository · arXiv:2111.15491
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration
  29 Nov 2021 · 0 repositories · arXiv:2111.14767
• Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network
  28 Nov 2021 · 0 repositories · arXiv:2111.14036
• A Review on Graph Neural Network Methods in Financial Applications
  27 Nov 2021 · 0 repositories · arXiv:2111.15367
• Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces
  27 Nov 2021 · 1 repository · arXiv:2111.13964
• DSC: Deep Scan Context Descriptor for Large-Scale Place Recognition
  27 Nov 2021 · 0 repositories · arXiv:2111.13838
• On the combination of graph data for assessing thin-file borrowers' creditworthiness
  26 Nov 2021 · 0 repositories · arXiv:2111.13666
• DeepGate: Learning Neural Representations of Logic Gates
  26 Nov 2021 · 1 repository · arXiv:2111.14616
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Learning to Search in Task and Motion Planning with Streams
  25 Nov 2021 · 0 repositories · arXiv:2111.13144
• Explaining machine-learned particle-flow reconstruction
  24 Nov 2021 · 2 repositories · arXiv:2111.12840
  Syntology official (archive's flag): 17 ran · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 18 harvested samples)
• ChebLieNet: Invariant Spectral Graph NNs Turned Equivariant by Riemannian Geometry on Lie Groups
  23 Nov 2021 · 2 repositories · arXiv:2111.12139
  Syntology official (archive's flag): 9 ran · 9 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; 5 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
• Network In Graph Neural Network
  23 Nov 2021 · 0 repositories · arXiv:2111.11638
• Anomaly-resistant Graph Neural Networks via Neural Architecture Search
  22 Nov 2021 · 0 repositories · arXiv:2111.11406
• Graph Neural Networks with Parallel Neighborhood Aggregations for Graph Classification
  22 Nov 2021 · 1 repository · arXiv:2111.11482
• Network representation learning: A macro and micro view
  21 Nov 2021 · 0 repositories · arXiv:2111.10772
• Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation
  20 Nov 2021 · 0 repositories · arXiv:2111.10539
• Image-Like Graph Representations for Improved Molecular Property Prediction
  20 Nov 2021 · 0 repositories · arXiv:2111.10695
• Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks
  17 Nov 2021 · 0 repositories · arXiv:2111.08848
• Probabilistic Spatial Distribution Prior Based Attentional Keypoints Matching Network
  17 Nov 2021 · 0 repositories · arXiv:2111.09006
• Can Neural Networks Understand Programs like Humans?
  16 Nov 2021 · 0 repositories
• Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking
  16 Nov 2021 · 0 repositories
• Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization
  16 Nov 2021 · 1 repository
• Neighbour Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification
  16 Nov 2021 · 0 repositories
• Pre-training Graph Neural Network for Cross Domain Recommendation
  16 Nov 2021 · 0 repositories · arXiv:2111.08268
• Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder
  15 Nov 2021 · 1 repository · arXiv:2111.07846
• Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network
  14 Nov 2021 · 0 repositories · arXiv:2111.07258
• Learning to Evolve on Dynamic Graphs
  13 Nov 2021 · 1 repository · arXiv:2111.07032
• Simplifying approach to Node Classification in Graph Neural Networks
  12 Nov 2021 · 1 repository · arXiv:2111.06748
• Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction
  11 Nov 2021 · 2 repositories · arXiv:2111.06123
• Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction
  10 Nov 2021 · 0 repositories · arXiv:2111.05941
• Directional Message Passing on Molecular Graphs via Synthetic Coordinates
  8 Nov 2021 · 0 repositories · arXiv:2111.04718
• Recognizing Vector Graphics without Rasterization
  5 Nov 2021 · 2 repositories · arXiv:2111.03281
  Syntology official (archive's flag): 1 ran · 4 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; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 3 pointer-only (licence)
• My House, My Rules: Learning Tidying Preferences with Graph Neural Networks
  4 Nov 2021 · 0 repositories · arXiv:2111.03112
• Manipulation of Granular Materials by Learning Particle Interactions
  3 Nov 2021 · 1 repository · arXiv:2111.02274
• Power Flow Balancing with Decentralized Graph Neural Networks
  3 Nov 2021 · 1 repository · arXiv:2111.02169
• The Klarna Product Page Dataset: Web Element Nomination with Graph Neural Networks and Large Language Models
  3 Nov 2021 · 1 repository · arXiv:2111.02168
• A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation
  1 Nov 2021 · 0 repositories
• Deep Attention Diffusion Graph Neural Networks for Text Classification
  1 Nov 2021 · 0 repositories
• Iterative GNN-based Decoder for Question Generation
  1 Nov 2021 · 1 repository
• Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering
  1 Nov 2021 · 0 repositories
• SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check
  1 Nov 2021 · 0 repositories
• FastCover: An Unsupervised Learning Framework for Multi-Hop Influence Maximization in Social Networks
  31 Oct 2021 · 1 repository · arXiv:2111.00463
• Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification
  30 Oct 2021 · 1 repository · arXiv:2111.00180
• Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene Labeling
  29 Oct 2021 · 1 repository · arXiv:2110.15610
• MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy
  28 Oct 2021 · 2 repositories · arXiv:2110.15087
• Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features
  26 Oct 2021 · 1 repository · arXiv:2110.13413
  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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)