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Graph Classification

Papers archive 2025-07-28

archive papers tagged: 927 · with a code link: 483 · where Syntology ran a sample: 174 (150 with a run with no instrument failure, 24 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (174 of 927 tagged: 150 with a run with no instrument failure, 24 where every run was a failure of Syntology's instrument)

Page 9 of 10: papers 801 to 900 of 927, 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.

• Co-embedding of Nodes and Edges with Graph Neural Networks
  25 Oct 2020 0 repositories listed
• Topology-Aware Graph Pooling Networks
  19 Oct 2020 0 repositories listed
• K-plex Cover Pooling for Graph Neural Networks
  17 Oct 2020 0 repositories listed
• Multivariate Time Series Classification with Hierarchical Variational Graph Pooling
  12 Oct 2020 0 repositories listed
• Understanding the Power of Persistence Pairing via Permutation Test
  10 Oct 2020 0 repositories listed
• Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks
  30 Sep 2020 0 repositories listed
• Revisiting Graph Neural Networks for Link Prediction
  28 Sep 2020 0 repositories listed
• GraphCrop: Subgraph Cropping for Graph Classification
  22 Sep 2020 0 repositories listed
• Contrastive Self-supervised Learning for Graph Classification
  13 Sep 2020 0 repositories listed
• Certified Robustness of Graph Classification against Topology Attack with Randomized Smoothing
  12 Sep 2020 0 repositories listed
• Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization
  28 Aug 2020 0 repositories listed
• Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks
  20 Aug 2020 0 repositories listed
• Degree-Quant: Quantization-Aware Training for Graph Neural Networks
  11 Aug 2020 0 repositories listed
• Cross-Global Attention Graph Kernel Network Prediction of Drug Prescription
  4 Aug 2020 0 repositories listed
• Multi-view adaptive graph convolutions for graph classification
  24 Jul 2020 0 repositories listed
• MathNet: Haar-Like Wavelet Multiresolution-Analysis for Graph Representation and Learning
  22 Jul 2020 0 repositories listed
• Robust Hierarchical Graph Classification with Subgraph Attention
  19 Jul 2020 0 repositories listed
• M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification
  11 Jul 2020 0 repositories listed
• Structural Landmarking and Interaction Modelling: on Resolution Dilemmas in Graph Classification
  29 Jun 2020 0 repositories listed
• Graph Pooling with Node Proximity for Hierarchical Representation Learning
  19 Jun 2020 0 repositories listed
• Graph-Aware Transformer: Is Attention All Graphs Need?
  9 Jun 2020 0 repositories listed
• Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization
  8 Jun 2020 0 repositories listed
• SimPool: Towards Topology Based Graph Pooling with Structural Similarity Features
  3 Jun 2020 0 repositories listed
• Adversarial Attack on Hierarchical Graph Pooling Neural Networks
  23 May 2020 0 repositories listed
• Customized Graph Neural Networks
  22 May 2020 0 repositories listed
• How hard is to distinguish graphs with graph neural networks?
  13 May 2020 0 repositories listed
• Towards Better Graph Representation: Two-Branch Collaborative Graph Neural Networks for Multimodal Marketing Intention Detection
  13 May 2020 0 repositories listed
• Ring Reservoir Neural Networks for Graphs
  11 May 2020 0 repositories listed
• MER-GCN: Micro Expression Recognition Based on Relation Modeling with Graph Convolutional Network
  19 Apr 2020 0 repositories listed
• MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning
  15 Apr 2020 0 repositories listed
• Pooling in Graph Convolutional Neural Networks
  7 Apr 2020 0 repositories listed
• Geometrically Principled Connections in Graph Neural Networks
  6 Apr 2020 0 repositories listed
• A Collective Learning Framework to Boost GNN Expressiveness
  26 Mar 2020 0 repositories listed
• Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay
  22 Mar 2020 0 repositories listed
• Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification
  18 Mar 2020 0 repositories listed
• Wasserstein-based Graph Alignment
  12 Mar 2020 0 repositories listed
• Ego-based Entropy Measures for Structural Representations
  1 Mar 2020 0 repositories listed
• An End-to-End Graph Convolutional Kernel Support Vector Machine
  29 Feb 2020 0 repositories listed
• Graph Attentional Autoencoder for Anticancer Hyperfood Prediction
  16 Jan 2020 0 repositories listed
• Understanding the Power of Persistence Pairing via Permutation Test
  16 Jan 2020 0 repositories listed
• Multi-Channel Graph Convolutional Networks
  17 Dec 2019 0 repositories listed
• Zoom in to where it matters: a hierarchical graph based model for mammogram analysis
  16 Dec 2019 0 repositories listed
• Coloring graph neural networks for node disambiguation
  12 Dec 2019 0 repositories listed
• Bayesian Hyperparameter Optimization with BoTorch, GPyTorch and Ax
  11 Dec 2019 0 repositories listed
• Independence Promoted Graph Disentangled Networks
  26 Nov 2019 0 repositories listed
• Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding
  25 Nov 2019 0 repositories listed
• A Hierarchy of Graph Neural Networks Based on Learnable Local Features
  13 Nov 2019 0 repositories listed
• Fundamental Limits of Deep Graph Convolutional Networks
  28 Oct 2019 0 repositories listed
• Bayesian Graph Convolutional Neural Networks Using Non-Parametric Graph Learning
  26 Oct 2019 0 repositories listed
• Deep Learning for Molecular Graphs with Tiered Graph Autoencoders and Graph Prediction
  24 Oct 2019 0 repositories listed
• Temporal Graph Kernels for Classifying Dissemination Processes
  14 Oct 2019 0 repositories listed
• Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection
  2 Oct 2019 0 repositories listed
• Graph-Preserving Grid Layout: A Simple Graph Drawing Method for Graph Classification using CNNs
  26 Sep 2019 0 repositories listed
• Diagonal Graph Convolutional Networks with Adaptive Neighborhood Aggregation
  25 Sep 2019 0 repositories listed
• Empowering Graph Representation Learning with Paired Training and Graph Co-Attention
  25 Sep 2019 0 repositories listed
• HaarPooling: Graph Pooling with Compressive Haar Basis
  25 Sep 2019 0 repositories listed
• How can we generalise learning distributed representations of graphs?
  25 Sep 2019 0 repositories listed
• Mincut Pooling in Graph Neural Networks
  25 Sep 2019 0 repositories listed
• Ordinary differential equations on graph networks
  25 Sep 2019 0 repositories listed
• Subgraph Attention for Node Classification and Hierarchical Graph Pooling
  25 Sep 2019 0 repositories listed
• Topology-Aware Pooling via Graph Attention
  25 Sep 2019 0 repositories listed
• Unsupervised Hierarchical Graph Representation Learning with Variational Bayes
  25 Sep 2019 0 repositories listed
• Unsupervised Universal Self-Attention Network for Graph Classification
  25 Sep 2019 0 repositories listed
• A Non-Negative Factorization approach to node pooling in Graph Convolutional Neural Networks
  7 Sep 2019 0 repositories listed
• NEAR: Neighborhood Edge AggregatoR for Graph Classification
  6 Sep 2019 0 repositories listed
• Deep Weisfeiler-Lehman Assignment Kernels via Multiple Kernel Learning
  19 Aug 2019 0 repositories listed
• CensNet: Convolution with Edge-Node Switching in Graph Neural Networks
  10 Aug 2019 0 repositories listed
• Graph Neural Networks for Small Graph and Giant Network Representation Learning: An Overview
  1 Aug 2019 0 repositories listed
• Topology Based Scalable Graph Kernels
  15 Jul 2019 0 repositories listed
• Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification
  12 Jul 2019 0 repositories listed
• Label-Aware Graph Convolutional Networks
  10 Jul 2019 0 repositories listed
• iPool -- Information-based Pooling in Hierarchical Graph Neural Networks
  1 Jul 2019 0 repositories listed
• Attacking Graph Convolutional Networks via Rewiring
  10 Jun 2019 0 repositories listed
• Labeled Graph Generative Adversarial Networks
  7 Jun 2019 0 repositories listed
• Exploiting Edge Features for Graph Neural Networks
  1 Jun 2019 0 repositories listed
• Discriminative structural graph classification
  31 May 2019 0 repositories listed
• Solving graph compression via optimal transport
  29 May 2019 0 repositories listed
• Edge Contraction Pooling for Graph Neural Networks
  27 May 2019 0 repositories listed
• Function Space Pooling For Graph Convolutional Networks
  15 May 2019 0 repositories listed
• On Graph Classification Networks, Datasets and Baselines
  12 May 2019 0 repositories listed
• Learning Graph Neural Networks with Noisy Labels
  5 May 2019 0 repositories listed
• DEEP GEOMETRICAL GRAPH CLASSIFICATION
  1 May 2019 0 repositories listed
• Graph Classification with Geometric Scattering
  1 May 2019 0 repositories listed
• Graph Transformer
  1 May 2019 0 repositories listed
• Graph Kernels: A Survey
  27 Apr 2019 0 repositories listed
• SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network
  8 Apr 2019 0 repositories listed
• Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification
  6 Apr 2019 0 repositories listed
• Quantum-based subgraph convolutional neural networks
  1 Apr 2019 0 repositories listed
• A Survey on Graph Kernels
  28 Mar 2019 0 repositories listed
• Subgraph Networks with Application to Structural Feature Space Expansion
  21 Mar 2019 0 repositories listed
• Learning Vertex Convolutional Networks for Graph Classification
  26 Feb 2019 0 repositories listed
• Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations
  22 Feb 2019 0 repositories listed
• Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification
  10 Dec 2018 0 repositories listed
• Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation
  4 Dec 2018 0 repositories listed
• Discriminative Graph Autoencoder
  17 Nov 2018 0 repositories listed
• Gaussian-Induced Convolution for Graphs
  11 Nov 2018 0 repositories listed
• Graph Convolutional Neural Networks via Motif-based Attention
  11 Nov 2018 0 repositories listed
• Geometric Scattering for Graph Data Analysis
  7 Oct 2018 0 repositories listed
• Exploiting Edge Features in Graph Neural Networks
  7 Sep 2018 0 repositories listed
• RetGK: Graph Kernels based on Return Probabilities of Random Walks
  7 Sep 2018 0 repositories listed