Browse State-of-the-Art › Node Classification › Papers, page 18

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 18 of 19: papers 1,701 to 1,800 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.

• LFGCN: Levitating over Graphs with Levy Flights
  4 Sep 2020 0 repositories listed
• SAIL: Self-Augmented Graph Contrastive Learning
  2 Sep 2020 0 repositories listed
• DVE: Dynamic Variational Embeddings with Applications in Recommender Systems
  27 Aug 2020 0 repositories listed
• Tackling Over-Smoothing for General Graph Convolutional Networks
  22 Aug 2020 0 repositories listed
• Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks
  20 Aug 2020 0 repositories listed
• Degree-Quant: Quantization-Aware Training for Graph Neural Networks
  11 Aug 2020 0 repositories listed
• DINE: A Framework for Deep Incomplete Network Embedding
  9 Aug 2020 0 repositories listed
• Directed hypergraph neural network
  9 Aug 2020 0 repositories listed
• Multivariate Relations Aggregation Learning in Social Networks
  9 Aug 2020 0 repositories listed
• node2coords: Graph Representation Learning with Wasserstein Barycenters
  31 Jul 2020 0 repositories listed
• Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs
  31 Jul 2020 0 repositories listed
• Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification
  27 Jul 2020 0 repositories listed
• Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective
  17 Jul 2020 0 repositories listed
• Are Hyperbolic Representations in Graphs Created Equal?
  15 Jul 2020 0 repositories listed
• GraphCL: Contrastive Self-Supervised Learning of Graph Representations
  15 Jul 2020 0 repositories listed
• Next Waves in Veridical Network Embedding
  10 Jul 2020 0 repositories listed
• Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
  9 Jul 2020 0 repositories listed
• Pre-Trained Models for Heterogeneous Information Networks
  7 Jul 2020 0 repositories listed
• From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation
  1 Jul 2020 0 repositories listed
• Graph Clustering with Graph Neural Networks
  30 Jun 2020 0 repositories listed
• Non-Parametric Graph Learning for Bayesian Graph Neural Networks
  23 Jun 2020 0 repositories listed
• Connecting Graph Convolutional Networks and Graph-Regularized PCA
  22 Jun 2020 0 repositories listed
• Quantifying Challenges in the Application of Graph Representation Learning
  18 Jun 2020 0 repositories listed
• NodeNet: A Graph Regularised Neural Network for Node Classification
  16 Jun 2020 0 repositories listed
• Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification
  15 Jun 2020 0 repositories listed
• Implicit Kernel Attention
  11 Jun 2020 0 repositories listed
• Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs
  8 Jun 2020 0 repositories listed
• Learning Combinatorial Solver for Graph Matching
  1 Jun 2020 0 repositories listed
• Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data
  1 Jun 2020 0 repositories listed
• A Process for the Evaluation of Node Embedding Methods in the Context of Node Classification
  29 May 2020 0 repositories listed
• Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification
  25 May 2020 0 repositories listed
• Adversarial Attack on Hierarchical Graph Pooling Neural Networks
  23 May 2020 0 repositories listed
• Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey
  13 May 2020 0 repositories listed
• AN-GCN: An Anonymous Graph Convolutional Network Defense Against Edge-Perturbing Attack
  6 May 2020 0 repositories listed
• HopGAT: Hop-aware Supervision Graph Attention Networks for Sparsely Labeled Graphs
  9 Apr 2020 0 repositories listed
• A Graph Convolutional Network Composition Framework for Semi-supervised Classification
  8 Apr 2020 0 repositories listed
• Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN
  3 Apr 2020 0 repositories listed
• Revisiting Over-smoothing in Deep GCNs
  30 Mar 2020 0 repositories listed
• A Collective Learning Framework to Boost GNN Expressiveness
  26 Mar 2020 0 repositories listed
• Spectral Graph Attention Network with Fast Eigen-approximation
  16 Mar 2020 0 repositories listed
• Unsupervised Graph Embedding via Adaptive Graph Learning
  10 Mar 2020 0 repositories listed
• Knowledge Graphs and Knowledge Networks: The Story in Brief
  7 Mar 2020 0 repositories listed
• EPINE: Enhanced Proximity Information Network Embedding
  4 Mar 2020 0 repositories listed
• Self-Supervised Graph Representation Learning via Global Context Prediction
  3 Mar 2020 0 repositories listed
• Permutohedral-GCN: Graph Convolutional Networks with Global Attention
  2 Mar 2020 0 repositories listed
• Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional Networks
  19 Feb 2020 0 repositories listed
• Investigating Extensions to Random Walk Based Graph Embedding
  17 Feb 2020 0 repositories listed
• Line Hypergraph Convolution Network: Applying Graph Convolution for Hypergraphs
  9 Feb 2020 0 repositories listed
• Fake News Detection on News-Oriented Heterogeneous Information Networks through Hierarchical Graph Attention
  5 Feb 2020 0 repositories listed
• Explain Graph Neural Networks to Understand Weighted Graph Features in Node Classification
  2 Feb 2020 0 repositories listed
• Graph Ordering: Towards the Optimal by Learning
  18 Jan 2020 0 repositories listed
• Graph Inference Learning for Semi-supervised Classification
  17 Jan 2020 0 repositories listed
• Node Masking: Making Graph Neural Networks Generalize and Scale Better
  17 Jan 2020 0 repositories listed
• Document Network Projection in Pretrained Word Embedding Space
  16 Jan 2020 0 repositories listed
• Graph-FCN for image semantic segmentation
  2 Jan 2020 0 repositories listed
• Unifying Graph Convolutional Networks as Matrix Factorization
  1 Jan 2020 0 repositories listed
• Multi-Label Graph Convolutional Network Representation Learning
  26 Dec 2019 0 repositories listed
• Expanding Label Sets for Graph Convolutional Networks
  18 Dec 2019 0 repositories listed
• Zoom in to where it matters: a hierarchical graph based model for mammogram analysis
  16 Dec 2019 0 repositories listed
• BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network
  26 Nov 2019 0 repositories listed
• Minimal Driver Nodes for Structural Controllability of Large-Scale Dynamical Systems: Node Classification
  26 Nov 2019 0 repositories listed
• Customized Graph Embedding: Tailoring Embedding Vectors to different Applications
  21 Nov 2019 0 repositories listed
• Exponential Family Graph Embeddings
  20 Nov 2019 0 repositories listed
• A Hierarchy of Graph Neural Networks Based on Learnable Local Features
  13 Nov 2019 0 repositories listed
• Constant Curvature Graph Convolutional Networks
  12 Nov 2019 0 repositories listed
• Higher-order Weighted Graph Convolutional Networks
  11 Nov 2019 0 repositories listed
• HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network
  10 Nov 2019 0 repositories listed
• Bayesian Graph Convolutional Neural Networks using Node Copying
  8 Nov 2019 0 repositories listed
• Dynamic Graph Embedding via LSTM History Tracking
  5 Nov 2019 0 repositories listed
• Bayesian Graph Convolutional Neural Networks Using Non-Parametric Graph Learning
  26 Oct 2019 0 repositories listed
• Network2Vec Learning Node Representation Based on Space Mapping in Networks
  23 Oct 2019 0 repositories listed
• Active Learning for Graph Neural Networks via Node Feature Propagation
  16 Oct 2019 0 repositories listed
• Link Prediction via Graph Attention Network
  10 Oct 2019 0 repositories listed
• Dynamic Joint Variational Graph Autoencoders
  4 Oct 2019 0 repositories listed
• Learning Robust Representations with Graph Denoising Policy Network
  4 Oct 2019 0 repositories listed
• Active Learning Graph Neural Networks via Node Feature Propagation
  25 Sep 2019 0 repositories listed
• Attributed Graph Learning with 2-D Graph Convolution
  25 Sep 2019 0 repositories listed
• Chordal-GCN: Exploiting sparsity in training large-scale graph convolutional networks
  25 Sep 2019 0 repositories listed
• Dimensional Reweighting Graph Convolution Networks
  25 Sep 2019 0 repositories listed
• Octave Graph Convolutional Network
  25 Sep 2019 0 repositories listed
• Ordinary differential equations on graph networks
  25 Sep 2019 0 repositories listed
• PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions
  25 Sep 2019 0 repositories listed
• Subgraph Attention for Node Classification and Hierarchical Graph Pooling
  25 Sep 2019 0 repositories listed
• Transfer Active Learning For Graph Neural Networks
  25 Sep 2019 0 repositories listed
• Uncertainty-Aware Prediction for Graph Neural Networks
  25 Sep 2019 0 repositories listed
• Unsupervised Learning of Node Embeddings by Detecting Communities
  25 Sep 2019 0 repositories listed
• Node Injection Attacks on Graphs via Reinforcement Learning
  14 Sep 2019 0 repositories listed
• Auto-GNN: Neural Architecture Search of Graph Neural Networks
  7 Sep 2019 0 repositories listed
• Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View
  7 Sep 2019 0 repositories listed
• Initialization for Network Embedding: A Graph Partition Approach
  28 Aug 2019 0 repositories listed
• hpGAT: High-order Proximity Informed Graph Attention Network
  28 Aug 2019 0 repositories listed
• motif2vec: Motif Aware Node Representation Learning for Heterogeneous Networks
  22 Aug 2019 0 repositories listed
• AHINE: Adaptive Heterogeneous Information Network Embedding
  20 Aug 2019 0 repositories listed
• MEGAN: A Generative Adversarial Network for Multi-View Network Embedding
  20 Aug 2019 0 repositories listed
• HONEM: Learning Embedding for Higher Order Networks
  15 Aug 2019 0 repositories listed
• Deep Hashing for Signed Social Network Embedding
  12 Aug 2019 0 repositories listed
• CensNet: Convolution with Edge-Node Switching in Graph Neural Networks
  10 Aug 2019 0 repositories listed
• Multi-Relational Classification via Bayesian Ranked Non-Linear Embeddings
  6 Aug 2019 0 repositories listed
• Semi-Supervised Tensor Factorization for Node Classification in Complex Social Networks
  24 Jul 2019 0 repositories listed
• Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling
  20 Jul 2019 0 repositories listed