Browse State-of-the-Art › Graph Classification › Papers, page 6
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 6 of 10: papers 501 to 600 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.
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Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning23 Dec 2024 0 repositories listed
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Cluster-guided Contrastive Class-imbalanced Graph Classification17 Dec 2024 0 repositories listed
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Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks11 Dec 2024 0 repositories listed
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GQWformer: A Quantum-based Transformer for Graph Representation Learning3 Dec 2024 0 repositories listed
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Gradient Inversion Attack on Graph Neural Networks29 Nov 2024 0 repositories listed
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From Graph Diffusion to Graph Classification26 Nov 2024 0 repositories listed
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MADE: Graph Backdoor Defense with Masked Unlearning26 Nov 2024 0 repositories listed
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Efficient and Robust Continual Graph Learning for Graph Classification in Biology18 Nov 2024 0 repositories listed
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Boolean-aware Boolean Circuit Classification: A Comprehensive Study on Graph Neural Network13 Nov 2024 0 repositories listed
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Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation13 Nov 2024 0 repositories listed
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MBExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings1 Nov 2024 0 repositories listed
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Reducing Oversmoothing through Informed Weight Initialization in Graph Neural Networks31 Oct 2024 0 repositories listed
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Uncovering Capabilities of Model Pruning in Graph Contrastive Learning27 Oct 2024 0 repositories listed
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Conditional Uncertainty Quantification for Tensorized Topological Neural Networks20 Oct 2024 0 repositories listed
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Graph Classification Gaussian Processes via Hodgelet Spectral Features14 Oct 2024 0 repositories listed
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Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification12 Oct 2024 0 repositories listed
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Degree-Conscious Spiking Graph for Cross-Domain Adaptation9 Oct 2024 0 repositories listed
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Defense-as-a-Service: Black-box Shielding against Backdoored Graph Models7 Oct 2024 0 repositories listed
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Diagnosis and Pathogenic Analysis of Autism Spectrum Disorder Using Fused Brain Connection Graph22 Sep 2024 0 repositories listed
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PropEnc: A Property Encoder for Graph Neural Networks17 Sep 2024 0 repositories listed
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MDL-Pool: Adaptive Multilevel Graph Pooling Based on Minimum Description Length16 Sep 2024 0 repositories listed
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MTLSO: A Multi-Task Learning Approach for Logic Synthesis Optimization9 Sep 2024 0 repositories listed
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GSpect: Spectral Filtering for Cross-Scale Graph Classification31 Aug 2024 0 repositories listed
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Graph Classification via Reference Distribution Learning: Theory and Practice21 Aug 2024 0 repositories listed
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A Structural Feature-Based Approach for Comprehensive Graph Classification10 Aug 2024 0 repositories listed
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Beyond the Eye: A Relational Model for Early Dementia Detection Using Retinal OCTA Images9 Aug 2024 0 repositories listed
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DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization8 Aug 2024 0 repositories listed
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Knowledge Probing for Graph Representation Learning7 Aug 2024 0 repositories listed
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Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs20 Jul 2024 0 repositories listed
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Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques20 Jul 2024 0 repositories listed
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Graph Structure Prompt Learning: A Novel Methodology to Improve Performance of Graph Neural Networks16 Jul 2024 0 repositories listed
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Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach16 Jul 2024 0 repositories listed
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Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning2 Jul 2024 0 repositories listed
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Kolmogorov-Arnold Graph Neural Networks26 Jun 2024 0 repositories listed
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On GNN explanability with activation rules17 Jun 2024 0 repositories listed
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14 Jun 2024 0 repositories listed Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Rethinking the impact of noisy labels in graph classification: A utility and privacy perspective11 Jun 2024 0 repositories listed
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GENIE: Watermarking Graph Neural Networks for Link Prediction7 Jun 2024 0 repositories listed
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GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks6 Jun 2024 0 repositories listed
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Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters3 Jun 2024 0 repositories listed
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CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge29 May 2024 0 repositories listed
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HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning23 May 2024 0 repositories listed
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ENADPool: The Edge-Node Attention-based Differentiable Pooling for Graph Neural Networks16 May 2024 0 repositories listed
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Towards Subgraph Isomorphism Counting with Graph Kernels13 May 2024 0 repositories listed
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Conditional Local Feature Encoding for Graph Neural Networks8 May 2024 0 repositories listed
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Hypergraph-enhanced Dual Semi-supervised Graph Classification8 May 2024 0 repositories listed
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Transductive Spiking Graph Neural Networks for Loihi25 Apr 2024 0 repositories listed
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One Subgraph for All: Efficient Reasoning on Opening Subgraphs for Inductive Knowledge Graph Completion24 Apr 2024 0 repositories listed
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SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling21 Apr 2024 0 repositories listed
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A Clean-graph Backdoor Attack against Graph Convolutional Networks with Poisoned Label Only19 Apr 2024 0 repositories listed
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Graph data augmentation with Gromow-Wasserstein Barycenters12 Apr 2024 0 repositories listed
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AKBR: Learning Adaptive Kernel-based Representations for Graph Classification24 Mar 2024 0 repositories listed
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SSHPool: The Separated Subgraph-based Hierarchical Pooling24 Mar 2024 0 repositories listed
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GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks22 Mar 2024 0 repositories listed
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Molecular Classification Using Hyperdimensional Graph Classification18 Mar 2024 0 repositories listed
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Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection15 Mar 2024 0 repositories listed
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A Differential Geometric View and Explainability of GNN on Evolving Graphs11 Mar 2024 0 repositories listed
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HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning9 Mar 2024 0 repositories listed
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Multi-Scale Subgraph Contrastive Learning5 Mar 2024 0 repositories listed
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Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective21 Feb 2024 0 repositories listed
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Class-Balanced and Reinforced Active Learning on Graphs15 Feb 2024 0 repositories listed
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Ising on the Graph: Task-specific Graph Subsampling via the Ising Model15 Feb 2024 0 repositories listed
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Message Detouring: A Simple Yet Effective Cycle Representation for Expressive Graph Learning12 Feb 2024 0 repositories listed
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Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute10 Feb 2024 0 repositories listed
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Flexible infinite-width graph convolutional networks and the importance of representation learning9 Feb 2024 0 repositories listed
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31 Jan 2024 0 repositories listed
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GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling29 Jan 2024 0 repositories listed
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Towards Causal Classification: A Comprehensive Study on Graph Neural Networks27 Jan 2024 0 repositories listed
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EMP: Effective Multidimensional Persistence for Graph Representation Learning24 Jan 2024 0 repositories listed
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Contrastive Learning with Negative Sampling Correction13 Jan 2024 0 repositories listed
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Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks7 Jan 2024 0 repositories listed
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Effective backdoor attack on graph neural networks in link prediction tasks5 Jan 2024 0 repositories listed
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On the Expressive Power of Graph Neural Networks3 Jan 2024 0 repositories listed
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Saliency-Aware Regularized Graph Neural Network1 Jan 2024 0 repositories listed
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Domain Adaptive Graph Classification21 Dec 2023 0 repositories listed
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Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity18 Dec 2023 0 repositories listed
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Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning9 Dec 2023 0 repositories listed
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On the Adversarial Robustness of Graph Contrastive Learning Methods29 Nov 2023 0 repositories listed
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Disentangling the Spectral Properties of the Hodge Laplacian: Not All Small Eigenvalues Are Equal24 Nov 2023 0 repositories listed
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Benchmarking Toxic Molecule Classification using Graph Neural Networks and Few Shot Learning22 Nov 2023 0 repositories listed
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Exploring Graph Classification Techniques Under Low Data Constraints: A Comprehensive Study21 Nov 2023 0 repositories listed
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10 Nov 2023 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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GRAM: An Interpretable Approach for Graph Anomaly Detection using Gradient Attention Maps10 Nov 2023 0 repositories listed
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Diversified Node Sampling based Hierarchical Transformer Pooling for Graph Representation Learning31 Oct 2023 0 repositories listed
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BLIS-Net: Classifying and Analyzing Signals on Graphs26 Oct 2023 0 repositories listed
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A Causal Disentangled Multi-Granularity Graph Classification Method25 Oct 2023 0 repositories listed
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Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning24 Oct 2023 0 repositories listed
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Self-supervision meets kernel graph neural models: From architecture to augmentations17 Oct 2023 0 repositories listed
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Taking the human out of decomposition-based optimization via artificial intelligence: Part I. Learning when to decompose10 Oct 2023 0 repositories listed
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GDM: Dual Mixup for Graph Classification with Limited Supervision18 Sep 2023 0 repositories listed
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Recovering Missing Node Features with Local Structure-based Embeddings16 Sep 2023 0 repositories listed
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MQENet: A Mesh Quality Evaluation Neural Network Based on Dynamic Graph Attention3 Sep 2023 0 repositories listed
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Towards Long-Tailed Recognition for Graph Classification via Collaborative Experts31 Aug 2023 0 repositories listed
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Spatial Graph Coarsening: Weather and Weekday Prediction with London's Bike-Sharing Service using GNN30 Aug 2023 0 repositories listed
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Universal Graph Continual Learning27 Aug 2023 0 repositories listed
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Cached Operator Reordering: A Unified View for Fast GNN Training23 Aug 2023 0 repositories listed
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22 Aug 2023 0 repositories listed
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Graph Out-of-Distribution Generalization with Controllable Data Augmentation16 Aug 2023 0 repositories listed
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13 Aug 2023 0 repositories listed
Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.