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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 14 of 16: papers 1,301 to 1,400 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.

• Recent Advances in Reliable Deep Graph Learning: Inherent Noise, Distribution Shift, and Adversarial Attack
  15 Feb 2022 0 repositories listed
• Adaptive Graph Convolutional Networks for Weakly Supervised Anomaly Detection in Videos
  14 Feb 2022 0 repositories listed
• Graph Neural Networks for Graphs with Heterophily: A Survey
  14 Feb 2022 0 repositories listed
• Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction
  13 Feb 2022 0 repositories listed
• Robust Time-Varying Graph Signal Recovery for Dynamic Physical Sensor Network Data
  13 Feb 2022 0 repositories listed
• SemiRetro: Semi-template framework boosts deep retrosynthesis prediction
  12 Feb 2022 0 repositories listed
• Learning Sparse Graphs via Majorization-Minimization for Smooth Node Signals
  6 Feb 2022 0 repositories listed
• Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs
  1 Feb 2022 0 repositories listed
• Towards Private Learning on Decentralized Graphs with Local Differential Privacy
  23 Jan 2022 0 repositories listed
• HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting
  22 Jan 2022 0 repositories listed
• Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective
  21 Jan 2022 0 repositories listed
• 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
• Euclidean geometry meets graph, a geometric deep learning perspective
  17 Jan 2022 0 repositories listed
• From Molecular Dynamics to MeshGraphNets
  17 Jan 2022 0 repositories listed
• Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach
  13 Jan 2022 0 repositories listed
• Representing Videos as Discriminative Sub-graphs for Action Recognition
  11 Jan 2022 0 repositories listed
• A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods
  20 Dec 2021 0 repositories listed
• FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction
  19 Dec 2021 0 repositories listed
• A Heterogeneous Graph Learning Model for Cyber-Attack Detection
  16 Dec 2021 0 repositories listed
• Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks
  14 Dec 2021 0 repositories listed
• Distributed Graph Learning with Smooth Data Priors
  11 Dec 2021 0 repositories listed
• Self-supervised Graph Learning for Occasional Group Recommendation
  4 Dec 2021 0 repositories listed
• Relational Graph Learning for Grounded Video Description Generation
  2 Dec 2021 0 repositories listed
• Accurately Solving Rod Dynamics with Graph Learning
  1 Dec 2021 0 repositories listed
• Graphical Models in Heavy-Tailed Markets
  1 Dec 2021 0 repositories listed
• Structure-Aware Random Fourier Kernel for Graphs
  1 Dec 2021 0 repositories listed
• DyFormer: A Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability
  19 Nov 2021 0 repositories listed
• Entailment Graph Learning with Textual Entailment and Soft Transitivity
  16 Nov 2021 0 repositories listed
• Sparse Graph Learning Under Laplacian-Related Constraints
  16 Nov 2021 0 repositories listed
• Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement
  9 Nov 2021 0 repositories listed
• Asynchronous Collaborative Localization by Integrating Spatiotemporal Graph Learning with Model-Based Estimation
  5 Nov 2021 0 repositories listed
• Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters
  5 Nov 2021 0 repositories listed
• FedGraph: Federated Graph Learning with Intelligent Sampling
  2 Nov 2021 0 repositories listed
• Deconvolutional Networks on Graph Data
  29 Oct 2021 0 repositories listed
• InfoGCL: Information-Aware Graph Contrastive Learning
  28 Oct 2021 0 repositories listed
• Towards a Taxonomy of Graph Learning Datasets
  27 Oct 2021 0 repositories listed
• PROMPT: Parallel Iterative Algorithm for ℓₚ norm linear regression via Majorization Minimization with an application to semi-supervised graph learning
  23 Oct 2021 0 repositories listed
• Fast and Accurate Graph Learning for Huge Data via Minipatch Ensembles
  22 Oct 2021 0 repositories listed
• Tackling the Local Bias in Federated Graph Learning
  22 Oct 2021 0 repositories listed
• Learning Time-Varying Graphs from Online Data
  21 Oct 2021 0 repositories listed
• Accelerated Graph Learning from Smooth Signals
  19 Oct 2021 0 repositories listed
• Online Graph Learning in Dynamic Environments
  11 Oct 2021 0 repositories listed
• Time-varying Graph Learning Under Structured Temporal Priors
  11 Oct 2021 0 repositories listed
• Stable Prediction on Graphs with Agnostic Distribution Shift
  8 Oct 2021 0 repositories listed
• Graph Representation Learning for Spatial Image Steganalysis
  3 Oct 2021 0 repositories listed
• DEEP GRAPH TREE NETWORKS
  29 Sep 2021 0 repositories listed
• EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression
  29 Sep 2021 0 repositories listed
• GRAND++: Graph Neural Diffusion with A Source Term
  29 Sep 2021 0 repositories listed
• Graph Information Matters: Understanding Graph Filters from Interaction Probability
  29 Sep 2021 0 repositories listed
• Interpreting Graph Neural Networks via Unrevealed Causal Learning
  29 Sep 2021 0 repositories listed
• On Locality in Graph Learning via Graph Neural Network
  29 Sep 2021 0 repositories listed
• Robust Graph Data Learning with Latent Graph Convolutional Representation
  29 Sep 2021 0 repositories listed
• Understanding Graph Learning with Local Intrinsic Dimensionality
  29 Sep 2021 0 repositories listed
• Weakly Supervised Graph Clustering
  29 Sep 2021 0 repositories listed
• HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting
  27 Sep 2021 0 repositories listed
• DemiNet: Dependency-Aware Multi-Interest Network with Self-Supervised Graph Learning for Click-Through Rate Prediction
  26 Sep 2021 0 repositories listed
• Dynamic Sequential Graph Learning for Click-Through Rate Prediction
  26 Sep 2021 0 repositories listed
• Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation
  24 Sep 2021 0 repositories listed
• Graph Learning for Cognitive Digital Twins in Manufacturing Systems
  17 Sep 2021 0 repositories listed
• Learning Sparse Graph with Minimax Concave Penalty under Gaussian Markov Random Fields
  17 Sep 2021 0 repositories listed
• RaWaNet: Enriching Graph Neural Network Input via Random Walks on Graphs
  15 Sep 2021 0 repositories listed
• A Study of Joint Graph Inference and Forecasting
  10 Sep 2021 0 repositories listed
• X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning
  8 Sep 2021 0 repositories listed
• Computing Steiner Trees using Graph Neural Networks
  18 Aug 2021 0 repositories listed
• Effective and Efficient Graph Learning for Multi-view Clustering
  15 Aug 2021 0 repositories listed
• P3-Distributed Deep Graph Learning at Scale
  7 Aug 2021 0 repositories listed
• Recognizing Multimodal Entailment
  1 Aug 2021 0 repositories listed
• A3GC-IP: Attention-Oriented Adjacency Adaptive Recurrent Graph Convolutions for Human Pose Estimation from Sparse Inertial Measurements
  23 Jul 2021 0 repositories listed
• Online Graph Topology Learning from Matrix-valued Time Series
  16 Jul 2021 0 repositories listed
• Property-Aware Relation Networks for Few-Shot Molecular Property Prediction
  16 Jul 2021 0 repositories listed
• Automated Graph Learning via Population Based Self-Tuning GCN
  9 Jul 2021 0 repositories listed
• PPGN: Physics-Preserved Graph Networks for Real-Time Fault Location in Distribution Systems with Limited Observation and Labels
  5 Jul 2021 0 repositories listed
• Hippocampal Spatial Mapping As Fast Graph Learning
  1 Jul 2021 0 repositories listed
• Multi-modal Graph Learning for Disease Prediction
  1 Jul 2021 0 repositories listed
• Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning
  30 Jun 2021 0 repositories listed
• Multiple Graph Learning for Scalable Multi-view Clustering
  29 Jun 2021 0 repositories listed
• Fund2Vec: Mutual Funds Similarity using Graph Learning
  24 Jun 2021 0 repositories listed
• MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning
  23 Jun 2021 0 repositories listed
• TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation
  19 Jun 2021 0 repositories listed
• Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection
  18 Jun 2021 0 repositories listed
• G2DA: Geometry-Guided Dual-Alignment Learning for RGB-Infrared Person Re-Identification
  15 Jun 2021 0 repositories listed
• Graph Domain Adaptation: A Generative View
  14 Jun 2021 0 repositories listed
• Robust Graph Meta-learning for Weakly-supervised Few-shot Node Classification
  12 Jun 2021 0 repositories listed
• Keyframe-Focused Visual Imitation Learning
  11 Jun 2021 0 repositories listed
• AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange
  10 Jun 2021 0 repositories listed
• Psycholinguistic Tripartite Graph Network for Personality Detection
  9 Jun 2021 0 repositories listed
• Self-Supervised Graph Learning with Proximity-based Views and Channel Contrast
  7 Jun 2021 0 repositories listed
• Time-Series Graph Network for Sea Surface Temperature Prediction
  7 Jun 2021 0 repositories listed
• Graph2Graph Learning with Conditional Autoregressive Models
  6 Jun 2021 0 repositories listed
• Graph Infomax Adversarial Learning for Treatment Effect Estimation with Networked Observational Data
  5 Jun 2021 0 repositories listed
• A Survey on Optimal Transport for Machine Learning: Theory and Applications
  3 Jun 2021 0 repositories listed
• Heterogeneous Graph Neural Network via Attribute Completion
  3 Jun 2021 0 repositories listed
• ℓ₂-norm Flow Diffusion in Near-Linear Time
  30 May 2021 0 repositories listed
• Improving Facial Attribute Recognition by Group and Graph Learning
  28 May 2021 0 repositories listed
• Spatio-Temporal Dual Graph Neural Networks for Travel Time Estimation
  28 May 2021 0 repositories listed
• Adversarial Attack Framework on Graph Embedding Models with Limited Knowledge
  26 May 2021 0 repositories listed
• Federated Graph Learning -- A Position Paper
  24 May 2021 0 repositories listed
• Multi-task Graph Convolutional Neural Network for Calcification Morphology and Distribution Analysis in Mammograms
  14 May 2021 0 repositories listed
• Distributionally Robust Graph Learning from Smooth Signals under Moment Uncertainty
  12 May 2021 0 repositories listed