Browse State-of-the-Art › Graph Classification › Papers, page 7

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 7 of 10: papers 601 to 700 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.

• RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification
  4 Aug 2023 0 repositories listed
• A Survey on Graph Classification and Link Prediction based on GNN
  3 Jul 2023 0 repositories listed
• Dynamical Graph Echo State Networks with Snapshot Merging for Dissemination Process Classification
  3 Jul 2023 0 repositories listed
• An Evolution Kernel Method for Graph Classification through Heat Diffusion Dynamics
  26 Jun 2023 0 repositories listed
• Globally Interpretable Graph Learning via Distribution Matching
  18 Jun 2023 0 repositories listed
• Structure-Sensitive Graph Dictionary Embedding for Graph Classification
  18 Jun 2023 0 repositories listed
• Explainable and Position-Aware Learning in Digital Pathology
  14 Jun 2023 0 repositories listed
• Self-supervised Learning and Graph Classification under Heterophily
  14 Jun 2023 0 repositories listed
• CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
  8 Jun 2023 0 repositories listed
• XInsight: Revealing Model Insights for GNNs with Flow-based Explanations
  7 Jun 2023 0 repositories listed
• Graph Classification Gaussian Processes via Spectral Features
  6 Jun 2023 0 repositories listed
• Explaining and Adapting Graph Conditional Shift
  5 Jun 2023 0 repositories listed
• Message-passing selection: Towards interpretable GNNs for graph classification
  3 Jun 2023 0 repositories listed
• EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost
  2 Jun 2023 0 repositories listed
• Is Rewiring Actually Helpful in Graph Neural Networks?
  31 May 2023 0 repositories listed
• Towards Semi-supervised Universal Graph Classification
  31 May 2023 0 repositories listed
• GIMM: InfoMin-Max for Automated Graph Contrastive Learning
  27 May 2023 0 repositories listed
• Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies
  25 May 2023 0 repositories listed
• Robust Ante-hoc Graph Explainer using Bilevel Optimization
  25 May 2023 0 repositories listed
• What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding
  24 May 2023 0 repositories listed
• Size Generalization of Graph Neural Networks on Biological Data: Insights and Practices from the Spectral Perspective
  24 May 2023 0 repositories listed
• Sequential Graph Neural Networks for Source Code Vulnerability Identification
  23 May 2023 0 repositories listed
• Deep Graph Reprogramming
  28 Apr 2023 0 repositories listed
• TGNN: A Joint Semi-supervised Framework for Graph-level Classification
  23 Apr 2023 0 repositories listed
• ID-MixGCL: Identity Mixup for Graph Contrastive Learning
  20 Apr 2023 0 repositories listed
• Structural Imbalance Aware Graph Augmentation Learning
  24 Mar 2023 0 repositories listed
• A Comparison of Graph Neural Networks for Malware Classification
  22 Mar 2023 0 repositories listed
• MPool: Motif-Based Graph Pooling
  7 Mar 2023 0 repositories listed
• Graph Positional Encoding via Random Feature Propagation
  6 Mar 2023 0 repositories listed
• AERK: Aligned Entropic Reproducing Kernels through Continuous-time Quantum Walks
  4 Mar 2023 0 repositories listed
• Diffusing Graph Attention
  1 Mar 2023 0 repositories listed
• A semantic backdoor attack against Graph Convolutional Networks
  28 Feb 2023 0 repositories listed
• SGL-PT: A Strong Graph Learner with Graph Prompt Tuning
  24 Feb 2023 0 repositories listed
• On the Expressivity of Persistent Homology in Graph Learning
  20 Feb 2023 0 repositories listed
• From Graph Generation to Graph Classification
  15 Feb 2023 0 repositories listed
• Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search
  6 Feb 2023 0 repositories listed
• Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network
  5 Feb 2023 0 repositories listed
• Structural Explanations for Graph Neural Networks using HSIC
  4 Feb 2023 0 repositories listed
• Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data
  29 Jan 2023 0 repositories listed
• DBGDGM: Dynamic Brain Graph Deep Generative Model
  26 Jan 2023 0 repositories listed
• Graph Scattering beyond Wavelet Shackles
  26 Jan 2023 0 repositories listed
• Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer
  7 Jan 2023 0 repositories listed
• GANExplainer: GAN-based Graph Neural Networks Explainer
  30 Dec 2022 0 repositories listed
• Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
  11 Dec 2022 0 repositories listed
• QESK: Quantum-based Entropic Subtree Kernels for Graph Classification
  10 Dec 2022 0 repositories listed
• Application of Graph Neural Networks and graph descriptors for graph classification
  7 Nov 2022 0 repositories listed
• HAQJSK: Hierarchical-Aligned Quantum Jensen-Shannon Kernels for Graph Classification
  5 Nov 2022 0 repositories listed
• Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations
  4 Nov 2022 0 repositories listed
• Improving Graph Neural Networks with Learnable Propagation Operators
  31 Oct 2022 0 repositories listed
• Beyond Homophily with Graph Echo State Networks
  27 Oct 2022 0 repositories listed
• HCL: Improving Graph Representation with Hierarchical Contrastive Learning
  21 Oct 2022 0 repositories listed
• Test-Time Training for Graph Neural Networks
  17 Oct 2022 0 repositories listed
• Boosting Graph Neural Networks via Adaptive Knowledge Distillation
  12 Oct 2022 0 repositories listed
• Graph Classification via Discriminative Edge Feature Learning
  5 Oct 2022 0 repositories listed
• Graph Anomaly Detection with Graph Neural Networks: Current Status and Challenges
  29 Sep 2022 0 repositories listed
• A Multi-scale Graph Signature for Persistence Diagrams based on Return Probabilities of Random Walks
  28 Sep 2022 0 repositories listed
• Joint Reconstruction and Parcellation of Cortical Surfaces
  19 Sep 2022 0 repositories listed
• Graph Contrastive Learning with Cross-view Reconstruction
  16 Sep 2022 0 repositories listed
• SPGP: Structure Prototype Guided Graph Pooling
  16 Sep 2022 0 repositories listed
• Defending Against Backdoor Attack on Graph Nerual Network by Explainability
  7 Sep 2022 0 repositories listed
• Reinforced Continual Learning for Graphs
  4 Sep 2022 0 repositories listed
• A Class-Aware Representation Refinement Framework for Graph Classification
  2 Sep 2022 0 repositories listed
• Learnable Filters for Geometric Scattering Modules
  15 Aug 2022 0 repositories listed
• Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification
  13 Aug 2022 0 repositories listed
• More Interpretable Graph Similarity Computation via Maximum Common Subgraph Inference
  9 Aug 2022 0 repositories listed
• GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations
  4 Aug 2022 0 repositories listed
• Maximal Independent Vertex Set applied to Graph Pooling
  2 Aug 2022 0 repositories listed
• Label-Only Membership Inference Attack against Node-Level Graph Neural Networks
  27 Jul 2022 0 repositories listed
• Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training
  23 Jun 2022 0 repositories listed
• Towards OOD Detection in Graph Classification from Uncertainty Estimation Perspective
  21 Jun 2022 0 repositories listed
• 0/1 Deep Neural Networks via Block Coordinate Descent
  19 Jun 2022 0 repositories listed
• Semi-Supervised Hierarchical Graph Classification
  11 Jun 2022 0 repositories listed
• Fundamental Limits in Formal Verification of Message-Passing Neural Networks
  10 Jun 2022 0 repositories listed
• Asynchronous Neural Networks for Learning in Graphs
  24 May 2022 0 repositories listed
• High-Order Pooling for Graph Neural Networks with Tensor Decomposition
  24 May 2022 0 repositories listed
• KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification
  21 May 2022 0 repositories listed
• Representation Power of Graph Neural Networks: Improved Expressivity via Algebraic Analysis
  19 May 2022 0 repositories listed
• Label-invariant Augmentation for Semi-Supervised Graph Classification
  19 May 2022 0 repositories listed
• Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis
  19 May 2022 0 repositories listed
• NDGGNET-A Node Independent Gate based Graph Neural Networks
  11 May 2022 0 repositories listed
• Spatial-temporal associations representation and application for process monitoring using graph convolution neural network
  11 May 2022 0 repositories listed
• Data-Free Adversarial Knowledge Distillation for Graph Neural Networks
  8 May 2022 0 repositories listed
• Clustered Graph Matching for Label Recovery and Graph Classification
  6 May 2022 0 repositories listed
• FastGCL: Fast Self-Supervised Learning on Graphs via Contrastive Neighborhood Aggregation
  2 May 2022 0 repositories listed
• DOTIN: Dropping Task-Irrelevant Nodes for GNNs
  28 Apr 2022 0 repositories listed
• LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning
  27 Apr 2022 0 repositories listed
• SoftEdge: Regularizing Graph Classification with Random Soft Edges
  21 Apr 2022 0 repositories listed
• Multi-view graph structure learning using subspace merging on Grassmann manifold
  11 Apr 2022 0 repositories listed
• Relational Reasoning Over Spatial-Temporal Graphs for Video Summarization
  6 Apr 2022 0 repositories listed
• On Understanding and Mitigating the Dimensional Collapse of Graph Contrastive Learning: a Non-Maximum Removal Approach
  24 Mar 2022 0 repositories listed
• Twin Weisfeiler-Lehman: High Expressive GNNs for Graph Classification
  22 Mar 2022 0 repositories listed
• Supervised Contrastive Learning with Structure Inference for Graph Classification
  15 Mar 2022 0 repositories listed
• Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning
  5 Mar 2022 0 repositories listed
• Distribution Preserving Graph Representation Learning
  27 Feb 2022 0 repositories listed
• Automated Data Augmentations for Graph Classification
  26 Feb 2022 0 repositories listed
• Bayesian Deep Learning for Graphs
  24 Feb 2022 0 repositories listed
• Relation Regularized Scene Graph Generation
  22 Feb 2022 0 repositories listed
• Degree-Preserving Randomized Response for Graph Neural Networks under Local Differential Privacy
  21 Feb 2022 0 repositories listed
• GRAPHSHAP: Explaining Identity-Aware Graph Classifiers Through the Language of Motifs
  17 Feb 2022 0 repositories listed
• Fairness Amidst Non-IID Graph Data: A Literature Review
  15 Feb 2022 0 repositories listed