Browse State-of-the-Art › Node Classification › Papers, page 17

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 17 of 19: papers 1,601 to 1,700 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.

• Ultrahyperbolic Neural Networks
  21 May 2021 0 repositories listed
• Graph Sanitation with Application to Node Classification
  19 May 2021 0 repositories listed
• Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective
  17 May 2021 0 repositories listed
• Neural Trees for Learning on Graphs
  15 May 2021 0 repositories listed
• Meta-Inductive Node Classification across Graphs
  14 May 2021 0 repositories listed
• The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs
  12 May 2021 0 repositories listed
• Graph Attention Networks with Positional Embeddings
  9 May 2021 0 repositories listed
• Non-Recursive Graph Convolutional Networks
  9 May 2021 0 repositories listed
• VersaGNN: a Versatile accelerator for Graph neural networks
  4 May 2021 0 repositories listed
• Graph Decoupling Attention Markov Networks for Semi-supervised Graph Node Classification
  28 Apr 2021 0 repositories listed
• Seastar: vertex-centric programming for graph neural networks
  21 Apr 2021 0 repositories listed
• SAS: A Simple, Accurate and Scalable Node Classification Algorithm
  19 Apr 2021 0 repositories listed
• A Hyperbolic-to-Hyperbolic Graph Convolutional Network
  14 Apr 2021 0 repositories listed
• Deep Attributed Network Representation Learning via Attribute Enhanced Neighborhood
  12 Apr 2021 0 repositories listed
• Edge: Enriching Knowledge Graph Embeddings with External Text
  11 Apr 2021 0 repositories listed
• Explainability-based Backdoor Attacks Against Graph Neural Networks
  8 Apr 2021 0 repositories listed
• Modeling Graph Node Correlations with Neighbor Mixture Models
  29 Mar 2021 0 repositories listed
• Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs
  26 Mar 2021 0 repositories listed
• DynACPD Embedding Algorithm for Prediction Tasks in Dynamic Networks
  12 Mar 2021 0 repositories listed
• Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning
  11 Mar 2021 0 repositories listed
• 2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks
  9 Mar 2021 0 repositories listed
• Scalable Hypergraph Embedding System
  9 Mar 2021 0 repositories listed
• Learning Graph Neural Networks with Positive and Unlabeled Nodes
  8 Mar 2021 0 repositories listed
• Unified Robust Training for Graph NeuralNetworks against Label Noise
  5 Mar 2021 0 repositories listed
• Graphfool: Targeted Label Adversarial Attack on Graph Embedding
  24 Feb 2021 0 repositories listed
• A Statistical Relational Approach to Learning Distance-based GCNs
  13 Feb 2021 0 repositories listed
• Wasserstein Graph Neural Networks for Graphs with Missing Attributes
  6 Feb 2021 0 repositories listed
• Learning Graph Representations
  3 Feb 2021 0 repositories listed
• Infant Cry Classification with Graph Convolutional Networks
  31 Jan 2021 0 repositories listed
• Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection
  27 Jan 2021 0 repositories listed
• NEMR: Network Embedding on Metric of Relation
  20 Jan 2021 0 repositories listed
• Communication-Efficient Sampling for Distributed Training of Graph Convolutional Networks
  19 Jan 2021 0 repositories listed
• Edge-Featured Graph Attention Network
  19 Jan 2021 0 repositories listed
• JITuNE: Just-In-Time Hyperparameter Tuning for Network Embedding Algorithms
  16 Jan 2021 0 repositories listed
• BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network
  14 Jan 2021 0 repositories listed
• A Survey on Embedding Dynamic Graphs
  4 Jan 2021 0 repositories listed
• Topology-aware Tensor Decomposition for Meta-graph Learning
  4 Jan 2021 0 repositories listed
• Representation Learning of Reconstructed Graphs Using Random Walk Graph Convolutional Network
  2 Jan 2021 0 repositories listed
• A Deep Graph Neural Networks Architecture Design: From Global Pyramid-like Shrinkage Skeleton to Local Link Rewiring
  1 Jan 2021 0 repositories listed
• Bridging Graph Network to Lifelong Learning with Feature Interaction
  1 Jan 2021 0 repositories listed
• ColdExpand: Semi-Supervised Graph Learning in Cold Start
  1 Jan 2021 0 repositories listed
• Collective Robustness Certificates
  1 Jan 2021 0 repositories listed
• FASG: Feature Aggregation Self-training GCN for Semi-supervised Node Classification
  1 Jan 2021 0 repositories listed
• Global Node Attentions via Adaptive Spectral Filters
  1 Jan 2021 0 repositories listed
• Graph-Graph Similarity Network
  1 Jan 2021 0 repositories listed
• Graph Pooling by Edge Cut
  1 Jan 2021 0 repositories listed
• Graph Structural Aggregation for Explainable Learning
  1 Jan 2021 0 repositories listed
• Graph View-Consistent Learning Network
  1 Jan 2021 0 repositories listed
• Hard Masking for Explaining Graph Neural Networks
  1 Jan 2021 0 repositories listed
• Incremental Learning on Growing Graphs
  1 Jan 2021 0 repositories listed
• Iterated graph neural network system
  1 Jan 2021 0 repositories listed
• Memory Augmented Design of Graph Neural Networks
  1 Jan 2021 0 repositories listed
• NODE-SELECT: A FLEXIBLE GRAPH NEURAL NETWORK BASED ON REALISTIC PROPAGATION SCHEME
  1 Jan 2021 0 repositories listed
• Teleport Graph Convolutional Networks
  1 Jan 2021 0 repositories listed
• Towards Powerful Graph Neural Networks: Diversity Matters
  1 Jan 2021 0 repositories listed
• Towards Robust Graph Neural Networks against Label Noise
  1 Jan 2021 0 repositories listed
• VECoDeR - Variational Embeddings for Community Detection and Node Representation
  1 Jan 2021 0 repositories listed
• VEM-GCN: Topology Optimization with Variational EM for Graph Convolutional Networks
  1 Jan 2021 0 repositories listed
• Bayesian Graph Neural Network for Fast identification of critical nodes in Uncertain Complex Networks
  26 Dec 2020 0 repositories listed
• Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks
  24 Dec 2020 0 repositories listed
• Unifying Homophily and Heterophily Network Transformation via Motifs
  21 Dec 2020 0 repositories listed
• A Deep Graph Neural Networks Architecture Design: From Global Pyramid-like Shrinkage Skeleton to Local Topology Link Rewiring
  16 Dec 2020 0 repositories listed
• Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification
  16 Dec 2020 0 repositories listed
• Understanding graph embedding methods and their applications
  15 Dec 2020 0 repositories listed
• Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification
  14 Dec 2020 0 repositories listed
• Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs
  12 Dec 2020 0 repositories listed
• I-GCN: Robust Graph Convolutional Network via Influence Mechanism
  11 Dec 2020 0 repositories listed
• Pair-view Unsupervised Graph Representation Learning
  11 Dec 2020 0 repositories listed
• GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs
  8 Dec 2020 0 repositories listed
• NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification
  7 Dec 2020 0 repositories listed
• Learning Node Representations from Noisy Graph Structures
  4 Dec 2020 0 repositories listed
• Unsupervised Adversarially-Robust Representation Learning on Graphs
  4 Dec 2020 0 repositories listed
• A graph similarity for deep learning
  1 Dec 2020 0 repositories listed
• Adversarial Attacks on Deep Graph Matching
  1 Dec 2020 0 repositories listed
• Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models
  1 Dec 2020 0 repositories listed
• Cyclic Label Propagation for Graph Semi-supervised Learning
  24 Nov 2020 0 repositories listed
• AutoGraph: Automated Graph Neural Network
  23 Nov 2020 0 repositories listed
• GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks
  22 Nov 2020 0 repositories listed
• Adversarial Context Aware Network Embeddings for Textual Networks
  5 Nov 2020 0 repositories listed
• GAGE: Geometry Preserving Attributed Graph Embeddings
  3 Nov 2020 0 repositories listed
• GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs
  3 Nov 2020 0 repositories listed
• Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network
  1 Nov 2020 0 repositories listed
• Deep Kernel Supervised Hashing for Node Classification in Structural Networks
  26 Oct 2020 0 repositories listed
• Co-embedding of Nodes and Edges with Graph Neural Networks
  25 Oct 2020 0 repositories listed
• Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs
  22 Oct 2020 0 repositories listed
• Anisotropic Graph Convolutional Network for Semi-supervised Learning
  20 Oct 2020 0 repositories listed
• Meta-path Free Semi-supervised Learning for Heterogeneous Networks
  18 Oct 2020 0 repositories listed
• InstantEmbedding: Efficient Local Node Representations
  14 Oct 2020 0 repositories listed
• Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models
  8 Oct 2020 0 repositories listed
• NodeSig: Binary Node Embeddings via Random Walk Diffusion
  1 Oct 2020 0 repositories listed
• Spectral Embedding of Graph Networks
  30 Sep 2020 0 repositories listed
• Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks
  30 Sep 2020 0 repositories listed
• Graph Joint Attention Networks
  28 Sep 2020 0 repositories listed
• PanRep: Universal node embeddings for heterogeneous graphs
  28 Sep 2020 0 repositories listed
• Revisiting Graph Neural Networks for Link Prediction
  28 Sep 2020 0 repositories listed
• Inductive Graph Embeddings through Locality Encodings
  26 Sep 2020 0 repositories listed
• Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective
  24 Sep 2020 0 repositories listed
• Streaming Graph Neural Networks via Continual Learning
  23 Sep 2020 0 repositories listed
• Layer-stacked Attention for Heterogeneous Network Embedding
  17 Sep 2020 0 repositories listed
• Community detection in networks using graph embeddings
  11 Sep 2020 0 repositories listed