Browse State-of-the-Art › Graph Representation Learning › Papers, page 8

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 8 of 10: papers 701 to 800 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.

• Prior Information based Decomposition and Reconstruction Learning for Micro-Expression Recognition
  3 Mar 2023 0 repositories listed
• A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail
  27 Feb 2023 0 repositories listed
• Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks
  22 Feb 2023 0 repositories listed
• Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations
  22 Feb 2023 0 repositories listed
• A General-Purpose Transferable Predictor for Neural Architecture Search
  21 Feb 2023 0 repositories listed
• Creating generalizable downstream graph models with random projections
  17 Feb 2023 0 repositories listed
• Efficiently Forgetting What You Have Learned in Graph Representation Learning via Projection
  17 Feb 2023 0 repositories listed
• A Survey on Spectral Graph Neural Networks
  11 Feb 2023 0 repositories listed
• Heterophily-Aware Graph Attention Network
  7 Feb 2023 0 repositories listed
• Spectral Augmentations for Graph Contrastive Learning
  6 Feb 2023 0 repositories listed
• GRANDE: a neural model over directed multigraphs with application to anti-money laundering
  4 Feb 2023 0 repositories listed
• Simple yet Effective Gradient-Free Graph Convolutional Networks
  1 Feb 2023 0 repositories listed
• Graph Anomaly Detection in Time Series: A Survey
  31 Jan 2023 0 repositories listed
• HAT-GAE: Self-Supervised Graph Auto-encoders with Hierarchical Adaptive Masking and Trainable Corruption
  28 Jan 2023 0 repositories listed
• Uplink Scheduling in Federated Learning: an Importance-Aware Approach via Graph Representation Learning
  27 Jan 2023 0 repositories listed
• STERLING: Synergistic Representation Learning on Bipartite Graphs
  25 Jan 2023 0 repositories listed
• Introducing Expertise Logic into Graph Representation Learning from A Causal Perspective
  20 Jan 2023 0 repositories listed
• Everything is Connected: Graph Neural Networks
  19 Jan 2023 0 repositories listed
• A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge
  3 Jan 2023 0 repositories listed
• Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning
  1 Jan 2023 0 repositories listed
• Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations
  23 Dec 2022 0 repositories listed
• Graph Learning with Localized Neighborhood Fairness
  22 Dec 2022 0 repositories listed
• Robust Graph Representation Learning via Predictive Coding
  9 Dec 2022 0 repositories listed
• Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples
  8 Dec 2022 0 repositories listed
• Learning Graph Search Heuristics
  7 Dec 2022 0 repositories listed
• Self-supervised Graph Representation Learning for Black Market Account Detection
  6 Dec 2022 0 repositories listed
• Coordinating Cross-modal Distillation for Molecular Property Prediction
  30 Nov 2022 0 repositories listed
• Mitigating Relational Bias on Knowledge Graphs
  26 Nov 2022 0 repositories listed
• End-to-end Wind Turbine Wake Modelling with Deep Graph Representation Learning
  24 Nov 2022 0 repositories listed
• Enhancing Intra-class Information Extraction for Heterophilous Graphs: One Neural Architecture Search Approach
  20 Nov 2022 0 repositories listed
• Towards Generalizable Graph Contrastive Learning: An Information Theory Perspective
  20 Nov 2022 0 repositories listed
• EDEN: A Plug-in Equivariant Distance Encoding to Beyond the 1-WL Test
  19 Nov 2022 0 repositories listed
• Adaptive Multi-Neighborhood Attention based Transformer for Graph Representation Learning
  15 Nov 2022 0 repositories listed
• Neighborhood Convolutional Network: A New Paradigm of Graph Neural Networks for Node Classification
  15 Nov 2022 0 repositories listed
• Holder Recommendations using Graph Representation Learning & Link Prediction
  10 Nov 2022 0 repositories listed
• Graph representation learning for street networks
  9 Nov 2022 0 repositories listed
• Hyperbolic Graph Representation Learning: A Tutorial
  8 Nov 2022 0 repositories listed
• Application of Graph Neural Networks and graph descriptors for graph classification
  7 Nov 2022 0 repositories listed
• Leveraging Orbital Information and Atomic Feature in Deep Learning Model
  29 Oct 2022 0 repositories listed
• Generalized Laplacian Positional Encoding for Graph Representation Learning
  28 Oct 2022 0 repositories listed
• Federated Graph Representation Learning using Self-Supervision
  27 Oct 2022 0 repositories listed
• Implications of sparsity and high triangle density for graph representation learning
  27 Oct 2022 0 repositories listed
• LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering
  25 Oct 2022 0 repositories listed
• Spiking Variational Graph Auto-Encoders for Efficient Graph Representation Learning
  24 Oct 2022 0 repositories listed
• HCL: Improving Graph Representation with Hierarchical Contrastive Learning
  21 Oct 2022 0 repositories listed
• Graph sampling for node embedding
  19 Oct 2022 0 repositories listed
• A Brief Survey on Representation Learning based Graph Dimensionality Reduction Techniques
  13 Oct 2022 0 repositories listed
• Improving Graph-Based Text Representations with Character and Word Level N-grams
  12 Oct 2022 0 repositories listed
• Uplifting Message Passing Neural Network with Graph Original Information
  8 Oct 2022 0 repositories listed
• Automated Graph Self-supervised Learning via Multi-teacher Knowledge Distillation
  5 Oct 2022 0 repositories listed
• Understanding Substructures in Commonsense Relations in ConceptNet
  3 Oct 2022 0 repositories listed
• Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning
  1 Oct 2022 0 repositories listed
• A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective
  27 Sep 2022 0 repositories listed
• Graph Representation Learning for Energy Demand Data: Application to Joint Energy System Planning under Emissions Constraints
  24 Sep 2022 0 repositories listed
• SCGG: A Deep Structure-Conditioned Graph Generative Model
  20 Sep 2022 0 repositories listed
• Revisiting Embeddings for Graph Neural Networks
  19 Sep 2022 0 repositories listed
• Machine Learning Partners in Criminal Networks
  7 Sep 2022 0 repositories listed
• A Class-Aware Representation Refinement Framework for Graph Classification
  2 Sep 2022 0 repositories listed
• A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning
  30 Aug 2022 0 repositories listed
• A Survey on Temporal Graph Representation Learning and Generative Modeling
  25 Aug 2022 0 repositories listed
• Representation Learning on Graphs to Identifying Circular Trading in Goods and Services Tax
  16 Aug 2022 0 repositories listed
• AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query
  15 Aug 2022 0 repositories listed
• A Survey of Learning on Small Data: Generalization, Optimization, and Challenge
  29 Jul 2022 0 repositories listed
• OCTAL: Graph Representation Learning for LTL Model Checking
  24 Jul 2022 0 repositories listed
• Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs
  17 Jul 2022 0 repositories listed
• Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model
  14 Jul 2022 0 repositories listed
• Learning node embeddings via summary graphs: a brief theoretical analysis
  4 Jul 2022 0 repositories listed
• Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning
  1 Jul 2022 0 repositories listed
• Causal Machine Learning: A Survey and Open Problems
  30 Jun 2022 0 repositories listed
• Dynamic Community Detection via Adversarial Temporal Graph Representation Learning
  29 Jun 2022 0 repositories listed
• MultiSAGE: a multiplex embedding algorithm for inter-layer link prediction
  24 Jun 2022 0 repositories listed
• Transferable Graph Backdoor Attack
  21 Jun 2022 0 repositories listed
• Learning with Capsules: A Survey
  6 Jun 2022 0 repositories listed
• Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning
  31 May 2022 0 repositories listed
• GraphPMU: Event Clustering via Graph Representation Learning Using Locationally-Scarce Distribution-Level Fundamental and Harmonic PMU Measurements
  26 May 2022 0 repositories listed
• KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation
  23 May 2022 0 repositories listed
• Revisiting the role of heterophily in graph representation learning: An edge classification perspective
  23 May 2022 0 repositories listed
• Are Graph Representation Learning Methods Robust to Graph Sparsity and Asymmetric Node Information?
  19 May 2022 0 repositories listed
• Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation
  16 May 2022 0 repositories listed
• Embodied-Symbolic Contrastive Graph Self-Supervised Learning for Molecular Graphs
  13 May 2022 0 repositories listed
• LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning
  27 Apr 2022 0 repositories listed
• End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning
  25 Apr 2022 0 repositories listed
• All-optical graph representation learning using integrated diffractive photonic computing units
  23 Apr 2022 0 repositories listed
• A Survey on Graph Representation Learning Methods
  4 Apr 2022 0 repositories listed
• On Understanding and Mitigating the Dimensional Collapse of Graph Contrastive Learning: a Non-Maximum Removal Approach
  24 Mar 2022 0 repositories listed
• Explainability in Graph Neural Networks: An Experimental Survey
  17 Mar 2022 0 repositories listed
• Few-Shot Learning on Graphs
  17 Mar 2022 0 repositories listed
• Graph Representation Learning with Individualization and Refinement
  17 Mar 2022 0 repositories listed
• Graph Representation Learning for Popularity Prediction Problem: A Survey
  15 Mar 2022 0 repositories listed
• Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning
  5 Mar 2022 0 repositories listed
• Distribution Preserving Graph Representation Learning
  27 Feb 2022 0 repositories listed
• Message passing all the way up
  22 Feb 2022 0 repositories listed
• Interactive Visual Pattern Search on Graph Data via Graph Representation Learning
  18 Feb 2022 0 repositories listed
• Geometric Graph Representation Learning via Maximizing Rate Reduction
  13 Feb 2022 0 repositories listed
• Urban Region Profiling via A Multi-Graph Representation Learning Framework
  4 Feb 2022 0 repositories listed
• Using Large-scale Heterogeneous Graph Representation Learning for Code Review Recommendations at Microsoft
  4 Feb 2022 0 repositories listed
• Learning Robust Representation through Graph Adversarial Contrastive Learning
  31 Jan 2022 0 repositories listed
• Joint Learning of Hierarchical Community Structure and Node Representations: An Unsupervised Approach
  22 Jan 2022 0 repositories listed
• Enhancing Hyperbolic Graph Embeddings via Contrastive Learning
  21 Jan 2022 0 repositories listed
• Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective
  21 Jan 2022 0 repositories listed