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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 16 of 19: papers 1,501 to 1,600 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.

• Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks
  14 Dec 2021 0 repositories listed
• On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations
  8 Dec 2021 0 repositories listed
• Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks
  7 Dec 2021 0 repositories listed
• Trivial bundle embeddings for learning graph representations
  5 Dec 2021 0 repositories listed
• Multi-scale Graph Convolutional Networks with Self-Attention
  4 Dec 2021 0 repositories listed
• Learning Spatial-Temporal Graphs for Active Speaker Detection
  2 Dec 2021 0 repositories listed
• Multi-task Self-distillation for Graph-based Semi-Supervised Learning
  2 Dec 2021 0 repositories listed
• Adaptive Data Augmentation on Temporal Graphs
  1 Dec 2021 0 repositories listed
• Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels
  1 Dec 2021 0 repositories listed
• Structure-Aware Label Smoothing for Graph Neural Networks
  1 Dec 2021 0 repositories listed
• Ultrahyperbolic Neural Networks
  1 Dec 2021 0 repositories listed
• Geometric Multimodal Deep Learning with Multi-Scaled Graph Wavelet Convolutional Network
  26 Nov 2021 0 repositories listed
• Network In Graph Neural Network
  23 Nov 2021 0 repositories listed
• StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks
  23 Nov 2021 0 repositories listed
• Graph Neural Networks with Feature and Structure Aware Random Walk
  19 Nov 2021 0 repositories listed
• Structure and Features Fusion with Evidential Graph Convolutional Neural Network for Node Classification
  16 Nov 2021 0 repositories listed
• CN-Motifs Perceptive Graph Neural Networks
  15 Nov 2021 0 repositories listed
• Implicit vs Unfolded Graph Neural Networks
  12 Nov 2021 0 repositories listed
• Topic-aware latent models for representation learning on networks
  10 Nov 2021 0 repositories listed
• Graph Embedding with Hierarchical Attentive Membership
  31 Oct 2021 0 repositories listed
• Barlow Graph Auto-Encoder for Unsupervised Network Embedding
  29 Oct 2021 0 repositories listed
• Deeper-GXX: Deepening Arbitrary GNNs
  26 Oct 2021 0 repositories listed
• Gophormer: Ego-Graph Transformer for Node Classification
  25 Oct 2021 0 repositories listed
• Degree-Based Random Walk Approach for Graph Embedding
  21 Oct 2021 0 repositories listed
• Watermarking Graph Neural Networks based on Backdoor Attacks
  21 Oct 2021 0 repositories listed
• Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks
  20 Oct 2021 0 repositories listed
• Graph Partner Neural Networks for Semi-Supervised Learning on Graphs
  18 Oct 2021 0 repositories listed
• GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs
  11 Oct 2021 0 repositories listed
• Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks
  10 Oct 2021 0 repositories listed
• Label Propagation across Graphs: Node Classification using Graph Neural Tangent Kernels
  7 Oct 2021 0 repositories listed
• Graph Pointer Neural Networks
  3 Oct 2021 0 repositories listed
• Latent Network Embedding via Adversarial Auto-encoders
  30 Sep 2021 0 repositories listed
• Bandits for Black-box Attacks to Graph Neural Networks with Structure Perturbation
  29 Sep 2021 0 repositories listed
• Connecting Graph Convolution and Graph PCA
  29 Sep 2021 0 repositories listed
• Convolutional Networks on Enhanced Message-Passing Graph Improve Semi-Supervised Classification with Few Labels
  29 Sep 2021 0 repositories listed
• Crossformer: Transformer with Alternated Cross-Layer Guidance
  29 Sep 2021 0 repositories listed
• Effective Polynomial Filter Adaptation for Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Efficient Ensembles of Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Equivariant Heterogeneous Graph Networks
  29 Sep 2021 0 repositories listed
• FEATURE-AUGMENTED HYPERGRAPH NEURAL NETWORKS
  29 Sep 2021 0 repositories listed
• GCN-SL: Graph Convolutional Network with Structure Learning for Disassortative Graphs
  29 Sep 2021 0 repositories listed
• Graph Information Matters: Understanding Graph Filters from Interaction Probability
  29 Sep 2021 0 repositories listed
• GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification
  29 Sep 2021 0 repositories listed
• How Frequency Effect Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Inductive Lottery Ticket Learning for Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Is Heterophily A Real Nightmare For Graph Neural Networks on Performing Node Classification?
  29 Sep 2021 0 repositories listed
• m-mix: Generating hard negatives via multiple samples mixing for contrastive learning
  29 Sep 2021 0 repositories listed
• MULTI-LEVEL APPROACH TO ACCURATE AND SCALABLE HYPERGRAPH EMBEDDING
  29 Sep 2021 0 repositories listed
• Neurally boosted supervised spectral clustering
  29 Sep 2021 0 repositories listed
• PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels
  29 Sep 2021 0 repositories listed
• Stabilized Self-training with Negative Sampling on Few-labeled Graph Data
  29 Sep 2021 0 repositories listed
• ConTIG: Continuous Representation Learning on Temporal Interaction Graphs
  27 Sep 2021 0 repositories listed
• Embedding Node Structural Role Identity Using Stress Majorization
  14 Sep 2021 0 repositories listed
• Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification?
  12 Sep 2021 0 repositories listed
• Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings
  9 Sep 2021 0 repositories listed
• QUINT: Node embedding using network hashing
  9 Sep 2021 0 repositories listed
• HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning
  7 Sep 2021 0 repositories listed
• Heterogeneous Graph Neural Network with Multi-view Representation Learning
  31 Aug 2021 0 repositories listed
• Quantized Convolutional Neural Networks Through the Lens of Partial Differential Equations
  31 Aug 2021 0 repositories listed
• Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank
  24 Aug 2021 0 repositories listed
• REFINE: Random RangE FInder for Network Embedding
  24 Aug 2021 0 repositories listed
• A Hard Label Black-box Adversarial Attack Against Graph Neural Networks
  21 Aug 2021 0 repositories listed
• Semi-supervised Network Embedding with Differentiable Deep Quantisation
  20 Aug 2021 0 repositories listed
• Unsupervised Domain-adaptive Hash for Networks
  20 Aug 2021 0 repositories listed
• Blockchain Phishing Scam Detection via Multi-channel Graph Classification
  19 Aug 2021 0 repositories listed
• Label-informed Graph Structure Learning for Node Classification
  10 Aug 2021 0 repositories listed
• A Framework for Joint Unsupervised Learning of Cluster-Aware Embedding for Heterogeneous Networks
  9 Aug 2021 0 repositories listed
• Missing Data Estimation in Temporal Multilayer Position-aware Graph Neural Network (TMP-GNN)
  7 Aug 2021 0 repositories listed
• Explicit Pairwise Factorized Graph Neural Network for Semi-Supervised Node Classification
  27 Jul 2021 0 repositories listed
• GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks
  25 Jul 2021 0 repositories listed
• Ego-GNNs: Exploiting Ego Structures in Graph Neural Networks
  22 Jul 2021 0 repositories listed
• A Graph Data Augmentation Strategy with Entropy Preservation
  13 Jul 2021 0 repositories listed
• Automated Graph Learning via Population Based Self-Tuning GCN
  9 Jul 2021 0 repositories listed
• Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective
  3 Jul 2021 0 repositories listed
• SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search
  1 Jul 2021 0 repositories listed
• Curvature Graph Neural Network
  30 Jun 2021 0 repositories listed
• Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning
  30 Jun 2021 0 repositories listed
• Dual GNNs: Graph Neural Network Learning with Limited Supervision
  29 Jun 2021 0 repositories listed
• Simple Truncated SVD based Model for Node Classification on Heterophilic Graphs
  24 Jun 2021 0 repositories listed
• A Vertical Federated Learning Framework for Graph Convolutional Network
  22 Jun 2021 0 repositories listed
• GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction
  21 Jun 2021 0 repositories listed
• Large-Scale Network Embedding in Apache Spark
  20 Jun 2021 0 repositories listed
• RLC-GNN: An Improved Deep Architecture for Spatial-Based Graph Neural Network with Application to Fraud Detection
  18 Jun 2021 0 repositories listed
• Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection
  18 Jun 2021 0 repositories listed
• Data Augmentation for Graph Convolutional Network on Semi-Supervised Classification
  16 Jun 2021 0 repositories listed
• SEEN: Sharpening Explanations for Graph Neural Networks using Explanations from Neighborhoods
  16 Jun 2021 0 repositories listed
• Node Classification Meets Link Prediction on Knowledge Graphs
  14 Jun 2021 0 repositories listed
• Robust Graph Meta-learning for Weakly-supervised Few-shot Node Classification
  12 Jun 2021 0 repositories listed
• Is Homophily a Necessity for Graph Neural Networks?
  11 Jun 2021 0 repositories listed
• AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange
  10 Jun 2021 0 repositories listed
• Fairness-Aware Node Representation Learning
  9 Jun 2021 0 repositories listed
• Vertex-Centric Visual Programming for Graph Neural Networks
  9 Jun 2021 0 repositories listed
• On Local Aggregation in Heterophilic Graphs
  6 Jun 2021 0 repositories listed
• Graph Infomax Adversarial Learning for Treatment Effect Estimation with Networked Observational Data
  5 Jun 2021 0 repositories listed
• ℓ₂-norm Flow Diffusion in Near-Linear Time
  30 May 2021 0 repositories listed
• Relational Graph Neural Network Design via Progressive Neural Architecture Search
  30 May 2021 0 repositories listed
• GCN-SL: Graph Convolutional Networks with Structure Learning for Graphs under Heterophily
  28 May 2021 0 repositories listed
• Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification
  25 May 2021 0 repositories listed
• Auxiliary learning induced graph convolutional networks
  21 May 2021 0 repositories listed
• Is Heterophily A Real Nightmare For Graph Neural Networks Performing Node Classification?
  21 May 2021 0 repositories listed