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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 8 of 10: papers 701 to 800 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.

• Graph Neural Network with Curriculum Learning for Imbalanced Node Classification
  5 Feb 2022 0 repositories listed
• GraphEye: A Novel Solution for Detecting Vulnerable Functions Based on Graph Attention Network
  5 Feb 2022 0 repositories listed
• Investigating Transfer Learning in Graph Neural Networks
  1 Feb 2022 0 repositories listed
• Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
  1 Feb 2022 0 repositories listed
• Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels
  29 Jan 2022 0 repositories listed
• GPS: A Policy-driven Sampling Approach for Graph Representation Learning
  29 Dec 2021 0 repositories listed
• FlowPool: Pooling Graph Representations with Wasserstein Gradient Flows
  18 Dec 2021 0 repositories listed
• Graph Kernel Neural Networks
  14 Dec 2021 0 repositories listed
• Multi-scale Graph Convolutional Networks with Self-Attention
  4 Dec 2021 0 repositories listed
• Controversy Detection: a Text and Graph Neural Network Based Approach
  3 Dec 2021 0 repositories listed
• Graph Adversarial Self-Supervised Learning
  1 Dec 2021 0 repositories listed
• Learnable Structural Semantic Readout for Graph Classification
  22 Nov 2021 0 repositories listed
• IV-GNN : Interval Valued Data Handling Using Graph Neural Network
  17 Nov 2021 0 repositories listed
• Structure Representation Learning by Jointly Learning to Pool and Represent
  16 Nov 2021 0 repositories listed
• Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation
  10 Nov 2021 0 repositories listed
• Inferential SIR-GN: Scalable Graph Representation Learning
  8 Nov 2021 0 repositories listed
• Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices
  5 Nov 2021 0 repositories listed
• Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters
  5 Nov 2021 0 repositories listed
• Multi network InfoMax: A pre-training method involving graph convolutional networks
  1 Nov 2021 0 repositories listed
• InfoGCL: Information-Aware Graph Contrastive Learning
  28 Oct 2021 0 repositories listed
• Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks
  26 Oct 2021 0 repositories listed
• Watermarking Graph Neural Networks based on Backdoor Attacks
  21 Oct 2021 0 repositories listed
• Capsule Graph Neural Networks with EM Routing
  18 Oct 2021 0 repositories listed
• Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos
  18 Oct 2021 0 repositories listed
• Graph Partner Neural Networks for Semi-Supervised Learning on Graphs
  18 Oct 2021 0 repositories listed
• ifMixup: Interpolating Graph Pair to Regularize Graph Classification
  18 Oct 2021 0 repositories listed
• A Closer Look at Distribution Shifts and Out-of-Distribution Generalization on Graphs
  29 Sep 2021 0 repositories listed
• Bandits for Black-box Attacks to Graph Neural Networks with Structure Perturbation
  29 Sep 2021 0 repositories listed
• G-Mixup: Graph Augmentation for Graph Classification
  29 Sep 2021 0 repositories listed
• Geometric Random Walk Graph Neural Networks via Implicit Layers
  29 Sep 2021 0 repositories listed
• Inductive Lottery Ticket Learning for Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Intrusion-Free Graph Mixup
  29 Sep 2021 0 repositories listed
• m-mix: Generating hard negatives via multiple samples mixing for contrastive learning
  29 Sep 2021 0 repositories listed
• Metric Learning on Temporal Graphs via Few-Shot Examples
  29 Sep 2021 0 repositories listed
• Revisiting Virtual Nodes in Graph Neural Networks for Link Prediction
  29 Sep 2021 0 repositories listed
• The Infinite Contextual Graph Markov Model
  29 Sep 2021 0 repositories listed
• Wasserstein Weisfeiler-Lehman Subtree Distance for Graph-Structured Data
  29 Sep 2021 0 repositories listed
• Edge but not Least: Cross-View Graph Pooling
  24 Sep 2021 0 repositories listed
• Graph-based Argument Quality Assessment
  1 Sep 2021 0 repositories listed
• Graph-Convolutional Deep Learning to Identify Optimized Molecular Configurations
  22 Aug 2021 0 repositories listed
• A Hard Label Black-box Adversarial Attack Against Graph Neural Networks
  21 Aug 2021 0 repositories listed
• Blockchain Phishing Scam Detection via Multi-channel Graph Classification
  19 Aug 2021 0 repositories listed
• Natural Numerical Networks for Natura 2000 habitats classification by satellite images
  9 Aug 2021 0 repositories listed
• Compensation Learning
  26 Jul 2021 0 repositories listed
• GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks
  25 Jul 2021 0 repositories listed
• Automated Graph Learning via Population Based Self-Tuning GCN
  9 Jul 2021 0 repositories listed
• Quantum Graph Convolutional Neural Networks
  7 Jul 2021 0 repositories listed
• Attacking Graph Classification via Bayesian Optimisation
  18 Jun 2021 0 repositories listed
• Message Passing in Graph Convolution Networks via Adaptive Filter Banks
  18 Jun 2021 0 repositories listed
• Graph Domain Adaptation: A Generative View
  14 Jun 2021 0 repositories listed
• AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange
  10 Jun 2021 0 repositories listed
• Graph2Graph Learning with Conditional Autoregressive Models
  6 Jun 2021 0 repositories listed
• Revisiting 2D Convolutional Neural Networks for Graph-based Applications
  23 May 2021 0 repositories listed
• Multi-task Graph Convolutional Neural Network for Calcification Morphology and Distribution Analysis in Mammograms
  14 May 2021 0 repositories listed
• Graph Neural Networks for Inconsistent Cluster Detection in Incremental Entity Resolution
  12 May 2021 0 repositories listed
• A Hyperbolic-to-Hyperbolic Graph Convolutional Network
  14 Apr 2021 0 repositories listed
• Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning
  13 Apr 2021 0 repositories listed
• Scaling up graph homomorphism for classification via sampling
  8 Apr 2021 0 repositories listed
• GABO: Graph Augmentations with Bi-level Optimization
  1 Apr 2021 0 repositories listed
• Graph Classification by Mixture of Diverse Experts
  29 Mar 2021 0 repositories listed
• Unified Graph Structured Models for Video Understanding
  29 Mar 2021 0 repositories listed
• Diversified Multiscale Graph Learning with Graph Self-Correction
  17 Mar 2021 0 repositories listed
• Should Graph Neural Networks Use Features, Edges, Or Both?
  11 Mar 2021 0 repositories listed
• Sanity Check for Persistence Diagrams
  8 Mar 2021 0 repositories listed
• Scaling Up Graph Homomorphism Features with Efficient Data Structures
  8 Mar 2021 0 repositories listed
• Multi-Level Attention Pooling for Graph Neural Networks: Unifying Graph Representations with Multiple Localities
  2 Mar 2021 0 repositories listed
• Graphfool: Targeted Label Adversarial Attack on Graph Embedding
  24 Feb 2021 0 repositories listed
• Ego-based Entropy Measures for Structural Representations on Graphs
  17 Feb 2021 0 repositories listed
• Reinforcement Learning For Data Poisoning on Graph Neural Networks
  12 Feb 2021 0 repositories listed
• Improving Scene Graph Classification by Exploiting Knowledge from Texts
  9 Feb 2021 0 repositories listed
• Learning Graph Representations
  3 Feb 2021 0 repositories listed
• Graph Classification Based on Skeleton and Component Features
  2 Feb 2021 0 repositories listed
• Optimisation of Spectral Wavelets for Persistence-based Graph Classification
  10 Jan 2021 0 repositories listed
• Bridging Graph Network to Lifelong Learning with Feature Interaction
  1 Jan 2021 0 repositories listed
• Graph-Graph Similarity Network
  1 Jan 2021 0 repositories listed
• Graph Pooling by Edge Cut
  1 Jan 2021 0 repositories listed
• Graph Structural Aggregation for Explainable Learning
  1 Jan 2021 0 repositories listed
• GraphSAD: Learning Graph Representations with Structure-Attribute Disentanglement
  1 Jan 2021 0 repositories listed
• Learning from multiscale wavelet superpixels using GNN with spatially heterogeneous pooling
  1 Jan 2021 0 repositories listed
• Multi-level Graph Matching Networks for Deep and Robust Graph Similarity Learning
  1 Jan 2021 0 repositories listed
• Neural Pooling for Graph Neural Networks
  1 Jan 2021 0 repositories listed
• On Single-environment Extrapolations in Graph Classification and Regression Tasks
  1 Jan 2021 0 repositories listed
• One Vertex Attack on Graph Neural Networks-based Spatiotemporal Forecasting
  1 Jan 2021 0 repositories listed
• Polynomial Graph Convolutional Networks
  1 Jan 2021 0 repositories listed
• TopoTER: Unsupervised Learning of Topology Transformation Equivariant Representations
  1 Jan 2021 0 repositories listed
• LookHops: light multi-order convolution and pooling for graph classification
  28 Dec 2020 0 repositories listed
• Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification
  27 Dec 2020 0 repositories listed
• Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs
  12 Dec 2020 0 repositories listed
• CommPOOL: An Interpretable Graph Pooling Framework for Hierarchical Graph Representation Learning
  10 Dec 2020 0 repositories listed
• A graph similarity for deep learning
  1 Dec 2020 0 repositories listed
• COPT: Coordinated Optimal Transport on Graphs
  1 Dec 2020 0 repositories listed
• Random Walk Graph Neural Networks
  1 Dec 2020 0 repositories listed
• A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources
  30 Nov 2020 0 repositories listed
• Classification by Attention: Scene Graph Classification with Prior Knowledge
  19 Nov 2020 0 repositories listed
• Graph-Based Neural Network Models with Multiple Self-Supervised Auxiliary Tasks
  14 Nov 2020 0 repositories listed
• Sampling and Recovery of Graph Signals based on Graph Neural Networks
  3 Nov 2020 0 repositories listed
• ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents
  1 Nov 2020 0 repositories listed
• Dark Reciprocal-Rank: Boosting Graph-Convolutional Self-Localization Network via Teacher-to-student Knowledge Transfer
  1 Nov 2020 0 repositories listed
• Graph embedding using multi-layer adjacent point merging model
  28 Oct 2020 0 repositories listed
• GraphMDN: Leveraging graph structure and deep learning to solve inverse problems
  26 Oct 2020 0 repositories listed