Browse State-of-the-Art › Graph Learning › Papers, page 13

Graph Learning

Papers archive 2025-07-28

archive papers tagged: 1,570 · with a code link: 686 · where Syntology ran a sample: 193 (162 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (193 of 1,570 tagged: 162 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument)

Page 13 of 16: papers 1,201 to 1,300 of 1,570, 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.

• Recommending on graphs: a comprehensive review from a data perspective
  23 Dec 2022 0 repositories listed
• Graph Learning with Localized Neighborhood Fairness
  22 Dec 2022 0 repositories listed
• Graph Learning and Its Advancements on Large Language Models: A Holistic Survey
  17 Dec 2022 0 repositories listed
• Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
  11 Dec 2022 0 repositories listed
• Multi-view Graph Convolutional Networks with Differentiable Node Selection
  9 Dec 2022 0 repositories listed
• ProductGraphSleepNet: Sleep Staging using Product Spatio-Temporal Graph Learning with Attentive Temporal Aggregation
  9 Dec 2022 0 repositories listed
• Stars: Tera-Scale Graph Building for Clustering and Graph Learning
  5 Dec 2022 0 repositories listed
• Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning
  2 Dec 2022 0 repositories listed
• SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction
  2 Dec 2022 0 repositories listed
• Architectural Implications of Embedding Dimension during GCN on CPU and GPU
  1 Dec 2022 0 repositories listed
• Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces
  30 Nov 2022 0 repositories listed
• Semi-Supervised Heterogeneous Graph Learning with Multi-level Data Augmentation
  30 Nov 2022 0 repositories listed
• Latent Graph Inference using Product Manifolds
  26 Nov 2022 0 repositories listed
• Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure
  19 Nov 2022 0 repositories listed
• Sub-Graph Learning for Spatiotemporal Forecasting via Knowledge Distillation
  17 Nov 2022 0 repositories listed
• Heterogeneous Graph Sparsification for Efficient Representation Learning
  14 Nov 2022 0 repositories listed
• Hyperbolic Graph Representation Learning: A Tutorial
  8 Nov 2022 0 repositories listed
• Learning Product Graphs from Spectral Templates
  5 Nov 2022 0 repositories listed
• Product Graph Learning from Multi-attribute Graph Signals with Inter-layer Coupling
  2 Nov 2022 0 repositories listed
• GLINKX: A Scalable Unified Framework For Homophilous and Heterophilous Graphs
  1 Nov 2022 0 repositories listed
• Unrolled Graph Learning for Multi-Agent Collaboration
  31 Oct 2022 0 repositories listed
• Bayesian Inference of Transition Matrices from Incomplete Graph Data with a Topological Prior
  27 Oct 2022 0 repositories listed
• Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome
  27 Oct 2022 0 repositories listed
• Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems
  27 Oct 2022 0 repositories listed
• Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs
  26 Oct 2022 0 repositories listed
• Data-Augmented Counterfactual Learning for Bundle Recommendation
  19 Oct 2022 0 repositories listed
• Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis
  15 Oct 2022 0 repositories listed
• One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium
  14 Oct 2022 0 repositories listed
• Decomposing User-APP Graph into Subgraphs for Effective APP and User Embedding Learning
  13 Oct 2022 0 repositories listed
• Adaptive Dual Channel Convolution Hypergraph Representation Learning for Technological Intellectual Property
  12 Oct 2022 0 repositories listed
• A Unified Framework for Optimization-Based Graph Coarsening
  2 Oct 2022 0 repositories listed
• Contrastive Graph Few-Shot Learning
  30 Sep 2022 0 repositories listed
• Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model
  28 Sep 2022 0 repositories listed
• Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding
  23 Sep 2022 0 repositories listed
• Flashlight: Scalable Link Prediction with Effective Decoders
  17 Sep 2022 0 repositories listed
• Low-Rank Covariance Completion for Graph Quilting with Applications to Functional Connectivity
  17 Sep 2022 0 repositories listed
• Graph Contrastive Learning with Cross-view Reconstruction
  16 Sep 2022 0 repositories listed
• SPGP: Structure Prototype Guided Graph Pooling
  16 Sep 2022 0 repositories listed
• Graph Neural Modeling of Network Flows
  12 Sep 2022 0 repositories listed
• Multimodal Graph Learning for Deepfake Detection
  12 Sep 2022 0 repositories listed
• Multimodal learning with graphs
  7 Sep 2022 0 repositories listed
• A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning
  30 Aug 2022 0 repositories listed
• Latent Heterogeneous Graph Network for Incomplete Multi-View Learning
  29 Aug 2022 0 repositories listed
• DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps
  15 Aug 2022 0 repositories listed
• Triple Sparsification of Graph Convolutional Networks without Sacrificing the Accuracy
  6 Aug 2022 0 repositories listed
• Online Inference for Mixture Model of Streaming Graph Signals with Non-White Excitation
  28 Jul 2022 0 repositories listed
• Mitigating the Performance Sacrifice in DP-Satisfied Federated Settings through Graph Contrastive Learning
  24 Jul 2022 0 repositories listed
• Privacy and Transparency in Graph Machine Learning: A Unified Perspective
  22 Jul 2022 0 repositories listed
• Demystifying Graph Convolution with a Simple Concatenation
  18 Jul 2022 0 repositories listed
• SVGraph: Learning Semantic Graphs from Instructional Videos
  16 Jul 2022 0 repositories listed
• Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model
  14 Jul 2022 0 repositories listed
• Graph Learning based Generative Design for Resilience of Interdependent Network Systems
  3 Jul 2022 0 repositories listed
• Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning
  1 Jul 2022 0 repositories listed
• Privacy-preserving Graph Analytics: Secure Generation and Federated Learning
  30 Jun 2022 0 repositories listed
• Primitive Graph Learning for Unified Vector Mapping
  28 Jun 2022 0 repositories listed
• Asymmetric Transfer Hashing with Adaptive Bipartite Graph Learning
  25 Jun 2022 0 repositories listed
• Tearing Apart NOTEARS: Controlling the Graph Prediction via Variance Manipulation
  14 Jun 2022 0 repositories listed
• Semi-Supervised Hierarchical Graph Classification
  11 Jun 2022 0 repositories listed
• An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning
  7 Jun 2022 0 repositories listed
• Mixed Graph Contrastive Network for Semi-Supervised Node Classification
  6 Jun 2022 0 repositories listed
• Negative Sampling for Contrastive Representation Learning: A Review
  1 Jun 2022 0 repositories listed
• Spectral Maps for Learning on Subgraphs
  30 May 2022 0 repositories listed
• RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation
  24 May 2022 0 repositories listed
• Revisiting the role of heterophily in graph representation learning: An edge classification perspective
  23 May 2022 0 repositories listed
• A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection
  20 May 2022 0 repositories listed
• Learning Graph Structure from Convolutional Mixtures
  19 May 2022 0 repositories listed
• Fast and Provably Convergent Algorithms for Gromov-Wasserstein in Graph Data
  17 May 2022 0 repositories listed
• Trustworthy Graph Neural Networks: Aspects, Methods and Trends
  16 May 2022 0 repositories listed
• BronchusNet: Region and Structure Prior Embedded Representation Learning for Bronchus Segmentation and Classification
  14 May 2022 0 repositories listed
• Deep Graph Clustering via Mutual Information Maximization and Mixture Model
  10 May 2022 0 repositories listed
• Functional2Structural: Cross-Modality Brain Networks Representation Learning
  6 May 2022 0 repositories listed
• Multi-Graph based Multi-Scenario Recommendation in Large-scale Online Video Services
  5 May 2022 0 repositories listed
• Graph Learning from Multivariate Dependent Time Series via a Multi-Attribute Formulation
  29 Apr 2022 0 repositories listed
• DOTIN: Dropping Task-Irrelevant Nodes for GNNs
  28 Apr 2022 0 repositories listed
• Domain Knowledge-Infused Deep Learning for Automated Analog/Radio-Frequency Circuit Parameter Optimization
  27 Apr 2022 0 repositories listed
• Expressiveness and Approximation Properties of Graph Neural Networks
  10 Apr 2022 0 repositories listed
• Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey
  20 Mar 2022 0 repositories listed
• Series Photo Selection via Multi-view Graph Learning
  18 Mar 2022 0 repositories listed
• SoK: Differential Privacy on Graph-Structured Data
  17 Mar 2022 0 repositories listed
• GCT: Graph Co-Training for Semi-Supervised Few-Shot Learning
  15 Mar 2022 0 repositories listed
• Explainability and Graph Learning from Social Interactions
  14 Mar 2022 0 repositories listed
• A Survey on Deep Graph Generation: Methods and Applications
  13 Mar 2022 0 repositories listed
• Reinforced Imitative Graph Learning for Mobile User Profiling
  13 Mar 2022 0 repositories listed
• Online Graph Learning from Social Interactions
  11 Mar 2022 0 repositories listed
• CandidateDrug4Cancer: An Open Molecular Graph Learning Benchmark on Drug Discovery for Cancer
  2 Mar 2022 0 repositories listed
• Hybrid Model-based / Data-driven Graph Transform for Image Coding
  2 Mar 2022 0 repositories listed
• Sparse Graph Learning with Spectrum Prior for Deep Graph Convolutional Networks
  28 Feb 2022 0 repositories listed
• Distribution Preserving Graph Representation Learning
  27 Feb 2022 0 repositories listed
• Bayesian Deep Learning for Graphs
  24 Feb 2022 0 repositories listed
• Deep Graph Learning for Anomalous Citation Detection
  23 Feb 2022 0 repositories listed
• Exploring Edge Disentanglement for Node Classification
  23 Feb 2022 0 repositories listed
• Graph Lifelong Learning: A Survey
  22 Feb 2022 0 repositories listed
• Physics-Informed Graph Learning
  22 Feb 2022 0 repositories listed
• From Quantum Graph Computing to Quantum Graph Learning: A Survey
  19 Feb 2022 0 repositories listed
• Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting
  18 Feb 2022 0 repositories listed
• Generalizing Aggregation Functions in GNNs:High-Capacity GNNs via Nonlinear Neighborhood Aggregators
  18 Feb 2022 0 repositories listed
• Molecule Generation for Drug Design: a Graph Learning Perspective
  18 Feb 2022 0 repositories listed
• Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework
  17 Feb 2022 0 repositories listed
• Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks
  16 Feb 2022 0 repositories listed
• When Does A Spectral Graph Neural Network Fail in Node Classification?
  16 Feb 2022 0 repositories listed