Browse State-of-the-Art › Node Classification › Papers, page 14

Node Classification

Papers archive 2025-07-28

archive papers tagged: 1,860 · with a code link: 991 · where Syntology ran a sample: 305 (256 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (305 of 1,860 tagged: 256 with a run with no instrument failure, 49 where every run was a failure of Syntology's instrument)

Page 14 of 19: papers 1,301 to 1,400 of 1,860, 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.

• Automated Knowledge Modeling for Cancer Clinical Practice Guidelines
  15 Jul 2023 0 repositories listed
• Supervised Attention Using Homophily in Graph Neural Networks
  11 Jul 2023 0 repositories listed
• HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks
  4 Jul 2023 0 repositories listed
• A Survey on Graph Classification and Link Prediction based on GNN
  3 Jul 2023 0 repositories listed
• GPatcher: A Simple and Adaptive MLP Model for Alleviating Graph Heterophily
  25 Jun 2023 0 repositories listed
• PolicyClusterGCN: Identifying Efficient Clusters for Training Graph Convolutional Networks
  25 Jun 2023 0 repositories listed
• Geometric Pooling: maintaining more useful information
  21 Jun 2023 0 repositories listed
• Structure-Aware DropEdge Towards Deep Graph Convolutional Networks
  21 Jun 2023 0 repositories listed
• Contrastive Disentangled Learning on Graph for Node Classification
  20 Jun 2023 0 repositories listed
• Mixed-Curvature Transformers for Graph Representation Learning papersreview
  18 Jun 2023 0 repositories listed
• Dual Node and Edge Fairness-Aware Graph Partition
  16 Jun 2023 0 repositories listed
• A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy
  14 Jun 2023 0 repositories listed
• Inductive Linear Probing for Few-shot Node Classification
  14 Jun 2023 0 repositories listed
• Learning on Graphs under Label Noise
  14 Jun 2023 0 repositories listed
• Uncertainty-Aware Robust Learning on Noisy Graphs
  14 Jun 2023 0 repositories listed
• CARL-G: Clustering-Accelerated Representation Learning on Graphs
  12 Jun 2023 0 repositories listed
• Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience
  12 Jun 2023 0 repositories listed
• Virtual Node Tuning for Few-shot Node Classification
  9 Jun 2023 0 repositories listed
• On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks
  8 Jun 2023 0 repositories listed
• DualHGNN: A Dual Hypergraph Neural Network for Semi-Supervised Node Classification based on Multi-View Learning and Density Awareness
  7 Jun 2023 0 repositories listed
• Fast and Effective GNN Training with Linearized Random Spanning Trees
  7 Jun 2023 0 repositories listed
• Optimal Inference in Contextual Stochastic Block Models
  6 Jun 2023 0 repositories listed
• Explaining and Adapting Graph Conditional Shift
  5 Jun 2023 0 repositories listed
• Renormalized Graph Representations for Node Classification
  1 Jun 2023 0 repositories listed
• Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices
  1 Jun 2023 0 repositories listed
• Bures-Wasserstein Means of Graphs
  31 May 2023 0 repositories listed
• There is more to graphs than meets the eye: Learning universal features with self-supervision
  31 May 2023 0 repositories listed
• Self-attention Dual Embedding for Graphs with Heterophily
  28 May 2023 0 repositories listed
• Towards Label Position Bias in Graph Neural Networks
  25 May 2023 0 repositories listed
• Extracting Shopping Interest-Related Product Types from the Web
  23 May 2023 0 repositories listed
• Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs
  22 May 2023 0 repositories listed
• Self-Explainable Graph Neural Networks for Link Prediction
  21 May 2023 0 repositories listed
• Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain
  18 May 2023 0 repositories listed
• Optimality of Message-Passing Architectures for Sparse Graphs
  17 May 2023 0 repositories listed
• AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning
  5 May 2023 0 repositories listed
• Zoo Guide to Network Embedding
  5 May 2023 0 repositories listed
• Imbalanced Node Classification Beyond Homophilic Assumption
  28 Apr 2023 0 repositories listed
• Generating Post-hoc Explanations for Skip-gram-based Node Embeddings by Identifying Important Nodes with Bridgeness
  24 Apr 2023 0 repositories listed
• Meta-multigraph Search: Rethinking Meta-structure on Heterogeneous Information Networks
  23 Apr 2023 0 repositories listed
• Detecting Political Opinions in Tweets through Bipartite Graph Analysis: A Skip Aggregation Graph Convolution Approach
  22 Apr 2023 0 repositories listed
• ID-MixGCL: Identity Mixup for Graph Contrastive Learning
  20 Apr 2023 0 repositories listed
• Distributional Signals for Node Classification in Graph Neural Networks
  7 Apr 2023 0 repositories listed
• FMGNN: Fused Manifold Graph Neural Network
  3 Apr 2023 0 repositories listed
• Uncertainty Propagation in Node Classification
  3 Apr 2023 0 repositories listed
• Knowledge Enhanced Graph Neural Networks for Graph Completion
  27 Mar 2023 0 repositories listed
• FairGAT: Fairness-aware Graph Attention Networks
  26 Mar 2023 0 repositories listed
• Structural Imbalance Aware Graph Augmentation Learning
  24 Mar 2023 0 repositories listed
• Fairness-Aware Graph Filter Design
  20 Mar 2023 0 repositories listed
• GANN: Graph Alignment Neural Network for Semi-Supervised Learning
  14 Mar 2023 0 repositories listed
• Graph Transformer GANs for Graph-Constrained House Generation
  14 Mar 2023 0 repositories listed
• Space-Invariant Projection in Streaming Network Embedding
  11 Mar 2023 0 repositories listed
• CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network
  10 Mar 2023 0 repositories listed
• Graph Positional Encoding via Random Feature Propagation
  6 Mar 2023 0 repositories listed
• Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks
  3 Mar 2023 0 repositories listed
• A semantic backdoor attack against Graph Convolutional Networks
  28 Feb 2023 0 repositories listed
• Framelet Message Passing
  28 Feb 2023 0 repositories listed
• GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification
  24 Feb 2023 0 repositories listed
• Diffusion Probabilistic Models for Structured Node Classification
  21 Feb 2023 0 repositories listed
• Finding Heterophilic Neighbors via Confidence-based Subgraph Matching for Semi-supervised Node Classification
  20 Feb 2023 0 repositories listed
• Building Shortcuts between Distant Nodes with Biaffine Mapping for Graph Convolutional Networks
  17 Feb 2023 0 repositories listed
• Heterophily-Aware Graph Attention Network
  7 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
• Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks
  6 Feb 2023 0 repositories listed
• Simple yet Effective Gradient-Free Graph Convolutional Networks
  1 Feb 2023 0 repositories listed
• KG-Hub -- Building and Exchanging Biological Knowledge Graphs
  31 Jan 2023 0 repositories listed
• OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization
  31 Jan 2023 0 repositories listed
• SplitGNN: Splitting GNN for Node Classification with Heterogeneous Attention
  27 Jan 2023 0 repositories listed
• Federated Learning over Coupled Graphs
  26 Jan 2023 0 repositories listed
• Graph Neural Tangent Kernel: Convergence on Large Graphs
  25 Jan 2023 0 repositories listed
• Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks
  11 Jan 2023 0 repositories listed
• Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer
  7 Jan 2023 0 repositories listed
• GUAP: Graph Universal Attack Through Adversarial Patching
  4 Jan 2023 0 repositories listed
• GANExplainer: GAN-based Graph Neural Networks Explainer
  30 Dec 2022 0 repositories listed
• A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings
  28 Dec 2022 0 repositories listed
• PersonaSAGE: A Multi-Persona Graph Neural Network
  28 Dec 2022 0 repositories listed
• 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance
  26 Dec 2022 0 repositories listed
• Refined Edge Usage of Graph Neural Networks for Edge Prediction
  25 Dec 2022 0 repositories listed
• Multi-duplicated Characterization of Graph Structures using Information Gain Ratio for Graph Neural Networks
  24 Dec 2022 0 repositories listed
• Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Neural Networks
  21 Dec 2022 0 repositories listed
• Leave Graphs Alone: Addressing Over-Squashing without Rewiring
  13 Dec 2022 0 repositories listed
• Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
  11 Dec 2022 0 repositories listed
• Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples
  8 Dec 2022 0 repositories listed
• A Temporal Graph Neural Network for Cyber Attack Detection and Localization in Smart Grids
  7 Dec 2022 0 repositories listed
• Dynamic Graph Node Classification via Time Augmentation
  7 Dec 2022 0 repositories listed
• Semantic Graph Neural Network with Multi-measure Learning for Semi-supervised Classification
  4 Dec 2022 0 repositories listed
• Hierarchical Model Selection for Graph Neural Netoworks
  1 Dec 2022 0 repositories listed
• Every Node Counts: Improving the Training of Graph Neural Networks on Node Classification
  29 Nov 2022 0 repositories listed
• Text Representation Enrichment Utilizing Graph based Approaches: Stock Market Technical Analysis Case Study
  29 Nov 2022 0 repositories listed
• Mitigating Overfitting in Graph Neural Networks via Feature and Hyperplane Perturbation
  28 Nov 2022 0 repositories listed
• Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks
  27 Nov 2022 0 repositories listed
• ReGrAt: Regularization in Graphs using Attention to handle class imbalance
  27 Nov 2022 0 repositories listed
• Enhancing Intra-class Information Extraction for Heterophilous Graphs: One Neural Architecture Search Approach
  20 Nov 2022 0 repositories listed
• Neighborhood Convolutional Network: A New Paradigm of Graph Neural Networks for Node Classification
  15 Nov 2022 0 repositories listed
• Revisiting Heterophily in Graph Convolution Networks by Learning Representations Across Topological and Feature Spaces
  1 Nov 2022 0 repositories listed
• A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process
  30 Oct 2022 0 repositories listed
• Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations
  30 Oct 2022 0 repositories listed
• When Do We Need Graph Neural Networks for Node Classification?
  30 Oct 2022 0 repositories listed
• Localized Randomized Smoothing for Collective Robustness Certification
  28 Oct 2022 0 repositories listed
• Beyond Homophily with Graph Echo State Networks
  27 Oct 2022 0 repositories listed
• FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification
  25 Oct 2022 0 repositories listed