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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 10 of 10: papers 901 to 982 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.

• Deep Multi-attribute Graph Representation Learning on Protein Structures
  22 Dec 2020 0 repositories listed
• Hop-Hop Relation-aware Graph Neural Networks
  21 Dec 2020 0 repositories listed
• Biomedical Knowledge Graph Refinement and Completion using Graph Representation Learning and Top-K Similarity Measure
  18 Dec 2020 0 repositories listed
• Pair-view Unsupervised Graph Representation Learning
  11 Dec 2020 0 repositories listed
• CommPOOL: An Interpretable Graph Pooling Framework for Hierarchical Graph Representation Learning
  10 Dec 2020 0 repositories listed
• Unsupervised Adversarially-Robust Representation Learning on Graphs
  4 Dec 2020 0 repositories listed
• A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources
  30 Nov 2020 0 repositories listed
• A Data-Driven Study of Commonsense Knowledge using the ConceptNet Knowledge Base
  28 Nov 2020 0 repositories listed
• Relation-weighted Link Prediction for Disease Gene Identification
  10 Nov 2020 0 repositories listed
• Self-supervised Graph Representation Learning via Bootstrapping
  10 Nov 2020 0 repositories listed
• When Contrastive Learning Meets Active Learning: A Novel Graph Active Learning Paradigm with Self-Supervision
  30 Oct 2020 0 repositories listed
• PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction
  30 Oct 2020 0 repositories listed
• XLVIN: eXecuted Latent Value Iteration Nets
  25 Oct 2020 0 repositories listed
• Distributed Representations of Entities in Open-World Knowledge Graphs
  16 Oct 2020 0 repositories listed
• Multivariate Time Series Classification with Hierarchical Variational Graph Pooling
  12 Oct 2020 0 repositories listed
• NodeSig: Binary Node Embeddings via Random Walk Diffusion
  1 Oct 2020 0 repositories listed
• div2vec: Diversity-Emphasized Node Embedding
  21 Sep 2020 0 repositories listed
• Polyp-artifact relationship analysis using graph inductive learned representations
  15 Sep 2020 0 repositories listed
• Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks
  6 Sep 2020 0 repositories listed
• CAGNN: Cluster-Aware Graph Neural Networks for Unsupervised Graph Representation Learning
  3 Sep 2020 0 repositories listed
• OFFER: A Motif Dimensional Framework for Network Representation Learning
  27 Aug 2020 0 repositories listed
• Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art
  26 Aug 2020 0 repositories listed
• Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning
  23 Aug 2020 0 repositories listed
• Efficient Knowledge Graph Validation via Cross-Graph Representation Learning
  16 Aug 2020 0 repositories listed
• A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices
  6 Aug 2020 0 repositories listed
• node2coords: Graph Representation Learning with Wasserstein Barycenters
  31 Jul 2020 0 repositories listed
• Deep Representation Learning For Multimodal Brain Networks
  19 Jul 2020 0 repositories listed
• Are Hyperbolic Representations in Graphs Created Equal?
  15 Jul 2020 0 repositories listed
• Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers
  8 Jul 2020 0 repositories listed
• Navigating the Dynamics of Financial Embeddings over Time
  1 Jul 2020 0 repositories listed
• Structural Landmarking and Interaction Modelling: on Resolution Dilemmas in Graph Classification
  29 Jun 2020 0 repositories listed
• Hop Sampling: A Simple Regularized Graph Learning for Non-Stationary Environments
  26 Jun 2020 0 repositories listed
• Quantifying Challenges in the Application of Graph Representation Learning
  18 Jun 2020 0 repositories listed
• G5: A Universal GRAPH-BERT for Graph-to-Graph Transfer and Apocalypse Learning
  11 Jun 2020 0 repositories listed
• Adversarial Attack on Hierarchical Graph Pooling Neural Networks
  23 May 2020 0 repositories listed
• A Graph Feature Auto-Encoder for the Prediction of Unobserved Node Features on Biological Networks
  8 May 2020 0 repositories listed
• MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning
  15 Apr 2020 0 repositories listed
• SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection
  22 Mar 2020 0 repositories listed
• Learning by Sampling and Compressing: Efficient Graph Representation Learning with Extremely Limited Annotations
  13 Mar 2020 0 repositories listed
• Learning to Hash with Graph Neural Networks for Recommender Systems
  4 Mar 2020 0 repositories listed
• Self-Supervised Graph Representation Learning via Global Context Prediction
  3 Mar 2020 0 repositories listed
• Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees
  2 Mar 2020 0 repositories listed
• Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing
  27 Feb 2020 0 repositories listed
• Dual Graph Representation Learning
  25 Feb 2020 0 repositories listed
• The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version
  13 Feb 2020 0 repositories listed
• Fake News Detection on News-Oriented Heterogeneous Information Networks through Hierarchical Graph Attention
  5 Feb 2020 0 repositories listed
• Towards Graph Representation Learning in Emergent Communication
  24 Jan 2020 0 repositories listed
• Graph Ordering: Towards the Optimal by Learning
  18 Jan 2020 0 repositories listed
• Multi-Channel Graph Convolutional Networks
  17 Dec 2019 0 repositories listed
• 3D Hand Pose Estimation via Regularized Graph Representation Learning
  4 Dec 2019 0 repositories listed
• On Node Features for Graph Neural Networks
  20 Nov 2019 0 repositories listed
• GraLSP: Graph Neural Networks with Local Structural Patterns
  18 Nov 2019 0 repositories listed
• Graph Representation Learning via Multi-task Knowledge Distillation
  11 Nov 2019 0 repositories listed
• Fundamental Limits of Deep Graph Convolutional Networks
  28 Oct 2019 0 repositories listed
• Graph Representation learning for Audio & Music genre Classification
  23 Oct 2019 0 repositories listed
• Decoupling feature propagation from the design of graph auto-encoders
  18 Oct 2019 0 repositories listed
• Relational Graph Representation Learning for Open-Domain Question Answering
  18 Oct 2019 0 repositories listed
• Disentangling Interpretable Generative Parameters of Random and Real-World Graphs
  12 Oct 2019 0 repositories listed
• On the Interpretability and Evaluation of Graph Representation Learning
  7 Oct 2019 0 repositories listed
• Learning Robust Representations with Graph Denoising Policy Network
  4 Oct 2019 0 repositories listed
• A bi-diffusion based layer-wise sampling method for deep learning in large graphs
  25 Sep 2019 0 repositories listed
• Empowering Graph Representation Learning with Paired Training and Graph Co-Attention
  25 Sep 2019 0 repositories listed
• Towards Interpretable Molecular Graph Representation Learning
  25 Sep 2019 0 repositories listed
• Unsupervised Hierarchical Graph Representation Learning with Variational Bayes
  25 Sep 2019 0 repositories listed
• ChainNet: Learning on Blockchain Graphs with Topological Features
  18 Aug 2019 0 repositories listed
• Modeling Event Propagation via Graph Biased Temporal Point Process
  5 Aug 2019 0 repositories listed
• Hybrid Low-order and Higher-order Graph Convolutional Networks
  2 Aug 2019 0 repositories listed
• DeepTrax: Embedding Graphs of Financial Transactions
  16 Jul 2019 0 repositories listed
• Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach
  13 Jun 2019 0 repositories listed
• Towards Interpretable Sparse Graph Representation Learning with Laplacian Pooling
  28 May 2019 0 repositories listed
• Residual or Gate? Towards Deeper Graph Neural Networks for Inductive Graph Representation Learning
  17 Apr 2019 0 repositories listed
• Representation Learning for Spatial Graphs
  17 Dec 2018 0 repositories listed
• Adversarial Classifier for Imbalanced Problems
  21 Nov 2018 0 repositories listed
• Discriminative Graph Autoencoder
  17 Nov 2018 0 repositories listed
• SGR: Self-Supervised Spectral Graph Representation Learning
  15 Nov 2018 0 repositories listed
• LinkNBed: Multi-Graph Representation Learning with Entity Linkage
  23 Jul 2018 0 repositories listed
• A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning
  1 Jun 2018 0 repositories listed
• Accurate Text-Enhanced Knowledge Graph Representation Learning
  1 Jun 2018 0 repositories listed
• GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning
  28 May 2018 0 repositories listed
• Feature Propagation on Graph: A New Perspective to Graph Representation Learning
  17 Apr 2018 0 repositories listed
• Marginalized graph autoencoder for graph clustering
  6 Nov 2017 0 repositories listed
• Deep Feature Learning for Graphs
  28 Apr 2017 0 repositories listed