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Graph Representation Learning

Papers archive 2025-07-28

archive papers tagged: 982 · with a code link: 479 · where Syntology ran a sample: 129 (115 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (129 of 982 tagged: 115 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)

Page 9 of 10: papers 801 to 900 of 982, 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.

• Identifying critical nodes in complex networks by graph representation learning
  20 Jan 2022 0 repositories listed
• Dual Space Graph Contrastive Learning
  19 Jan 2022 0 repositories listed
• Learning Hierarchical Graph Representation for Image Manipulation Detection
  15 Jan 2022 0 repositories listed
• GraphVAMPNet, using graph neural networks and variational approach to markov processes for dynamical modeling of biomolecules
  12 Jan 2022 0 repositories listed
• Spatio-Temporal Graph Representation Learning for Fraudster Group Detection
  7 Jan 2022 0 repositories listed
• Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning
  5 Jan 2022 0 repositories listed
• Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network
  4 Jan 2022 0 repositories listed
• GPS: A Policy-driven Sampling Approach for Graph Representation Learning
  29 Dec 2021 0 repositories listed
• Self-Supervised Graph Representation Learning for Neuronal Morphologies
  23 Dec 2021 0 repositories listed
• A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods
  20 Dec 2021 0 repositories listed
• Knowledge-enhanced Session-based Recommendation with Temporal Transformer
  16 Dec 2021 0 repositories listed
• Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast
  16 Dec 2021 0 repositories listed
• Graph Representation Learning via Contrasting Cluster Assignments
  15 Dec 2021 0 repositories listed
• A Self-supervised Mixed-curvature Graph Neural Network
  10 Dec 2021 0 repositories listed
• Equivariant Quantum Graph Circuits
  10 Dec 2021 0 repositories listed
• Siamese Attribute-missing Graph Auto-encoder
  9 Dec 2021 0 repositories listed
• Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training
  8 Dec 2021 0 repositories listed
• On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations
  8 Dec 2021 0 repositories listed
• Controversy Detection: a Text and Graph Neural Network Based Approach
  3 Dec 2021 0 repositories listed
• Consensus Graph Representation Learning for Better Grounded Image Captioning
  2 Dec 2021 0 repositories listed
• Do Transformers Really Perform Badly for Graph Representation?
  1 Dec 2021 0 repositories listed
• Hierarchical Prototype Networks for Continual Graph Representation Learning
  30 Nov 2021 0 repositories listed
• On the combination of graph data for assessing thin-file borrowers' creditworthiness
  26 Nov 2021 0 repositories listed
• Multi-fidelity Stability for Graph Representation Learning
  25 Nov 2021 0 repositories listed
• Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming
  20 Nov 2021 0 repositories listed
• DyFormer: A Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability
  19 Nov 2021 0 repositories listed
• Pre-training Graph Neural Network for Cross Domain Recommendation
  16 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
• Inferential SIR-GN: Scalable Graph Representation Learning
  8 Nov 2021 0 repositories listed
• Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices
  5 Nov 2021 0 repositories listed
• Geo-BERT Pre-training Model for Query Rewriting in POI Search
  1 Nov 2021 0 repositories listed
• Knowledge Graph Representation Learning using Ordinary Differential Equations
  1 Nov 2021 0 repositories listed
• InfoGCL: Information-Aware Graph Contrastive Learning
  28 Oct 2021 0 repositories listed
• Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks
  26 Oct 2021 0 repositories listed
• Tackling the Local Bias in Federated Graph Learning
  22 Oct 2021 0 repositories listed
• DPGNN: Dual-Perception Graph Neural Network for Representation Learning
  15 Oct 2021 0 repositories listed
• Asymmetric Graph Representation Learning
  14 Oct 2021 0 repositories listed
• GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs
  11 Oct 2021 0 repositories listed
• Revisiting SVD to generate powerful Node Embeddings for Recommendation Systems
  5 Oct 2021 0 repositories listed
• Graph Representation Learning for Spatial Image Steganalysis
  3 Oct 2021 0 repositories listed
• Reconstruction for Powerful Graph Representations
  1 Oct 2021 0 repositories listed
• A Deep Latent Space Model for Directed Graph Representation Learning
  29 Sep 2021 0 repositories listed
• A Transferable General-Purpose Predictor for Neural Architecture Search
  29 Sep 2021 0 repositories listed
• BCDR: Betweenness Centrality-based Distance Resampling for Graph Shortest Distance Embedding
  29 Sep 2021 0 repositories listed
• EBSD Grain Knowledge Graph Representation Learning for Material Structure-Property Prediction
  29 Sep 2021 0 repositories listed
• GLASS: GNN with Labeling Tricks for Subgraph Representation Learning
  29 Sep 2021 0 repositories listed
• Interrogating Paradigms in Self-supervised Graph Representation Learning
  29 Sep 2021 0 repositories listed
• Scalable Hierarchical Embeddings of Complex Networks
  29 Sep 2021 0 repositories listed
• SpecTRA: Spectral Transformer for Graph Representation Learning
  29 Sep 2021 0 repositories listed
• Towards Feature Overcorrelation in Deeper Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Using Graph Representation Learning with Schema Encoders to Measure the Severity of Depressive Symptoms
  29 Sep 2021 0 repositories listed
• Edge but not Least: Cross-View Graph Pooling
  24 Sep 2021 0 repositories listed
• X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning
  8 Sep 2021 0 repositories listed
• Pointspectrum: Equivariance Meets Laplacian Filtering for Graph Representation Learning
  6 Sep 2021 0 repositories listed
• ETA Prediction with Graph Neural Networks in Google Maps
  25 Aug 2021 0 repositories listed
• Localized Graph Collaborative Filtering
  10 Aug 2021 0 repositories listed
• DySR: A Dynamic Representation Learning and Aligning based Model for Service Bundle Recommendation
  7 Aug 2021 0 repositories listed
• Graph Neural Networks With Lifting-based Adaptive Graph Wavelets
  3 Aug 2021 0 repositories listed
• JCapsR: 一种联合胶囊神经网络的藏语知识图谱表示学习模型(JCapsR: A Joint Capsule Neural Network for Tibetan Knowledge Graph Representation Learning)
  1 Aug 2021 0 repositories listed
• Graph Representation Learning on Tissue-Specific Multi-Omics
  25 Jul 2021 0 repositories listed
• Data Considerations in Graph Representation Learning for Supply Chain Networks
  22 Jul 2021 0 repositories listed
• MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal
  12 Jul 2021 0 repositories listed
• HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation
  6 Jul 2021 0 repositories listed
• Multi-Level Graph Contrastive Learning
  6 Jul 2021 0 repositories listed
• Multi-modal Graph Learning for Disease Prediction
  1 Jul 2021 0 repositories listed
• Generating the Graph Gestalt: Kernel-Regularized Graph Representation Learning
  29 Jun 2021 0 repositories listed
• Graph Context Encoder: Graph Feature Inpainting for Graph Generation and Self-supervised Pretraining
  18 Jun 2021 0 repositories listed
• Directed Graph Embeddings in Pseudo-Riemannian Manifolds
  16 Jun 2021 0 repositories listed
• Node Classification Meets Link Prediction on Knowledge Graphs
  14 Jun 2021 0 repositories listed
• Self-Supervised Graph Learning with Proximity-based Views and Channel Contrast
  7 Jun 2021 0 repositories listed
• Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning
  2 Jun 2021 0 repositories listed
• Deep Learning on Graphs for Natural Language Processing
  1 Jun 2021 0 repositories listed
• HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features
  25 May 2021 0 repositories listed
• LMSOC: An approach for socially sensitive pretraining
  22 May 2021 0 repositories listed
• Hierarchical Prototype Network for Continual Graph Representation Learning
  21 May 2021 0 repositories listed
• A Knowledge Graph-Enhanced Tensor Factorisation Model for Discovering Drug Targets
  20 May 2021 0 repositories listed
• Black-box Gradient Attack on Graph Neural Networks: Deeper Insights in Graph-based Attack and Defense
  30 Apr 2021 0 repositories listed
• Detection of Fake Users in SMPs Using NLP and Graph Embeddings
  27 Apr 2021 0 repositories listed
• TSGN: Transaction Subgraph Networks for Identifying Ethereum Phishing Accounts
  18 Apr 2021 0 repositories listed
• Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning
  13 Apr 2021 0 repositories listed
• Probing Negative Sampling Strategies to Learn GraphRepresentations via Unsupervised Contrastive Learning
  13 Apr 2021 0 repositories listed
• Graph Representation Learning in Biomedicine
  11 Apr 2021 0 repositories listed
• Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning
  4 Apr 2021 0 repositories listed
• Sub-GMN: The Neural Subgraph Matching Network Model
  1 Apr 2021 0 repositories listed
• Learning Graph Representation by Aggregating Subgraphs via Mutual Information Maximization
  24 Mar 2021 0 repositories listed
• Relation-aware Graph Attention Model With Adaptive Self-adversarial Training
  14 Feb 2021 0 repositories listed
• Wasserstein Graph Neural Networks for Graphs with Missing Attributes
  6 Feb 2021 0 repositories listed
• Learning over Families of Sets -- Hypergraph Representation Learning for Higher Order Tasks
  19 Jan 2021 0 repositories listed
• AGRNet: Adaptive Graph Representation Learning and Reasoning for Face Parsing
  18 Jan 2021 0 repositories listed
• Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective
  7 Jan 2021 0 repositories listed
• Representation Learning of Reconstructed Graphs Using Random Walk Graph Convolutional Network
  2 Jan 2021 0 repositories listed
• Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning
  1 Jan 2021 0 repositories listed
• Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs
  1 Jan 2021 0 repositories listed
• GL-Disen: Global-Local disentanglement for unsupervised learning of graph-level representations
  1 Jan 2021 0 repositories listed
• Learning Latent Topology for Graph Matching
  1 Jan 2021 0 repositories listed
• LINGUINE: LearnIng to pruNe on subGraph convolUtIon NEtworks
  1 Jan 2021 0 repositories listed
• Recursive Neighborhood Pooling for Graph Representation Learning
  1 Jan 2021 0 repositories listed
• Towards Powerful Graph Neural Networks: Diversity Matters
  1 Jan 2021 0 repositories listed
• Deep Graph Generators: A Survey
  31 Dec 2020 0 repositories listed