Browse State-of-the-Art › Graph Learning › Papers, page 15
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 15 of 16: papers 1,401 to 1,500 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.
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Robust Graph Learning Under Wasserstein Uncertainty10 May 2021 0 repositories listed
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FedGL: Federated Graph Learning Framework with Global Self-Supervision7 May 2021 0 repositories listed
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Graph Learning: A Survey3 May 2021 0 repositories listed
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Graph Decoupling Attention Markov Networks for Semi-supervised Graph Node Classification28 Apr 2021 0 repositories listed
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Semi-supervised Superpixel-based Multi-Feature Graph Learning for Hyperspectral Image Data27 Apr 2021 0 repositories listed
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SGL: Spectral Graph Learning from Measurements16 Apr 2021 0 repositories listed
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13 Apr 2021 0 repositories listed
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Auto-weighted Multi-view Feature Selection with Graph Optimization11 Apr 2021 0 repositories listed
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Graph Intention Network for Click-through Rate Prediction in Sponsored Search30 Mar 2021 0 repositories listed
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Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web29 Mar 2021 0 repositories listed
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IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction29 Mar 2021 0 repositories listed
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Knowledge-aware Contrastive Molecular Graph Learning24 Mar 2021 0 repositories listed
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Expanding Semantic Knowledge for Zero-shot Graph Embedding23 Mar 2021 0 repositories listed
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Recognizing Predictive Substructures with Subgraph Information Bottleneck20 Mar 2021 0 repositories listed
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Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies18 Mar 2021 0 repositories listed
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Diversified Multiscale Graph Learning with Graph Self-Correction17 Mar 2021 0 repositories listed
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Graph Force Learning7 Mar 2021 0 repositories listed
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Online Graph Learning under Smoothness Priors5 Mar 2021 0 repositories listed
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Multi-Level Adaptive Region of Interest and Graph Learning for Facial Action Unit Recognition24 Feb 2021 0 repositories listed
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Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification21 Feb 2021 0 repositories listed
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GLAM: Graph Learning by Modeling Affinity to Labeled Nodes for Graph Neural Networks20 Feb 2021 0 repositories listed
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Structured Graph Learning for Scalable Subspace Clustering: From Single-view to Multi-view16 Feb 2021 0 repositories listed
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Pre-demosaic Graph-based Light Field Image Compression15 Feb 2021 0 repositories listed
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A Greedy Graph Search Algorithm Based on Changepoint Analysis for Automatic QRS Complex Detection6 Feb 2021 0 repositories listed
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A Graph-Constrained Changepoint Learning Approach for Automatic QRS-Complex Detection2 Feb 2021 0 repositories listed
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Identifying First-order Lowpass Graph Signals using Perron Frobenius Theorem20 Jan 2021 0 repositories listed
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Edge-Featured Graph Attention Network19 Jan 2021 0 repositories listed
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Temporal Contrastive Graph Learning for Video Action Recognition and Retrieval4 Jan 2021 0 repositories listed
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Topology-aware Tensor Decomposition for Meta-graph Learning4 Jan 2021 0 repositories listed
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ColdExpand: Semi-Supervised Graph Learning in Cold Start1 Jan 2021 0 repositories listed
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Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection1 Jan 2021 0 repositories listed
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Graph Learning via Spectral Densification1 Jan 2021 0 repositories listed
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Incremental Learning on Growing Graphs1 Jan 2021 0 repositories listed
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Inductive Collaborative Filtering via Relation Graph Learning1 Jan 2021 0 repositories listed
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Learning to Solve Multi-Robot Task Allocation with a Covariant-Attention based Neural Architecture1 Jan 2021 0 repositories listed
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Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance1 Jan 2021 0 repositories listed
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Online Discriminative Graph Learning from Multi-Class Smooth Signals1 Jan 2021 0 repositories listed
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Wasserstein Coupled Graph Learning for Cross-Modal Retrieval1 Jan 2021 0 repositories listed
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Bosonic Random Walk Networks for Graph Learning31 Dec 2020 0 repositories listed
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Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks30 Dec 2020 0 repositories listed
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Product Graph Learning from Multi-domain Data with Sparsity and Rank Constraints15 Dec 2020 0 repositories listed
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Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification14 Dec 2020 0 repositories listed
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Multi-Source Data Fusion Outage Location in Distribution Systems via Probabilistic Graph Models4 Dec 2020 0 repositories listed
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Unsupervised Adversarially-Robust Representation Learning on Graphs4 Dec 2020 0 repositories listed
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Adversarial Attacks on Deep Graph Matching1 Dec 2020 0 repositories listed
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Nonconvex Sparse Graph Learning under Laplacian Constrained Graphical Model1 Dec 2020 0 repositories listed
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A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources30 Nov 2020 0 repositories listed
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Multi-view Sensor Fusion by Integrating Model-based Estimation and Graph Learning for Collaborative Object Localization16 Nov 2020 0 repositories listed
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Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach11 Nov 2020 0 repositories listed
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Node-Centric Graph Learning from Data for Brain State Identification4 Nov 2020 0 repositories listed
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3 Nov 2020 0 repositories listed
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Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages1 Nov 2020 0 repositories listed
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FiGLearn: Filter and Graph Learning using Optimal Transport29 Oct 2020 0 repositories listed
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Multilayer Clustered Graph Learning29 Oct 2020 0 repositories listed
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A Simple Spectral Failure Mode for Graph Convolutional Networks25 Oct 2020 0 repositories listed
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Co-embedding of Nodes and Edges with Graph Neural Networks25 Oct 2020 0 repositories listed
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Learning Sparse Graph Laplacian with K Eigenvector Prior via Iterative GLASSO and Projection25 Oct 2020 0 repositories listed
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Learning Multi-layer Graphs and a Common Representation for Clustering23 Oct 2020 0 repositories listed
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Iterative Graph Self-Distillation23 Oct 2020 0 repositories listed
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Neural Algorithms for Graph Navigation17 Oct 2020 0 repositories listed
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From Local Structures to Size Generalization in Graph Neural Networks17 Oct 2020 0 repositories listed
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Learning Latent Interactions for Event classification via Graph Neural Networks and PMU Data4 Oct 2020 0 repositories listed
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Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks2 Oct 2020 0 repositories listed
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Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification19 Sep 2020 0 repositories listed
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Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior8 Sep 2020 0 repositories listed
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Structured Graph Learning for Clustering and Semi-supervised Classification31 Aug 2020 0 repositories listed
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OFFER: A Motif Dimensional Framework for Network Representation Learning27 Aug 2020 0 repositories listed
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Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art26 Aug 2020 0 repositories listed
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SIGL: Securing Software Installations Through Deep Graph Learning26 Aug 2020 0 repositories listed
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Kernel-based Graph Learning from Smooth Signals: A Functional Viewpoint23 Aug 2020 0 repositories listed
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Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labeled Source Samples21 Aug 2020 0 repositories listed
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Multivariate Relations Aggregation Learning in Social Networks9 Aug 2020 0 repositories listed
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A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices6 Aug 2020 0 repositories listed
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Accuracy and stability of solar variable selection comparison under complicated dependence structures30 Jul 2020 0 repositories listed
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Instrument variable detection with graph learning : an application to high dimensional GIS-census data for house pricing30 Jul 2020 0 repositories listed
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Grale: Designing Networks for Graph Learning23 Jul 2020 0 repositories listed
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Are Hyperbolic Representations in Graphs Created Equal?15 Jul 2020 0 repositories listed
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Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?12 Jul 2020 0 repositories listed
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A Generative Graph Method to Solve the Travelling Salesman Problem9 Jul 2020 0 repositories listed
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Online Topology Inference from Streaming Stationary Graph Signals with Partial Connectivity Information7 Jul 2020 0 repositories listed
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Hop Sampling: A Simple Regularized Graph Learning for Non-Stationary Environments26 Jun 2020 0 repositories listed
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Non-Parametric Graph Learning for Bayesian Graph Neural Networks23 Jun 2020 0 repositories listed
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Graph Learning for Inverse Landscape Genetics22 Jun 2020 0 repositories listed
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16 Jun 2020 0 repositories listed
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Self-supervised Learning: Generative or Contrastive15 Jun 2020 0 repositories listed
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Accurately Solving Physical Systems with Graph Learning6 Jun 2020 0 repositories listed
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Graph Learning with Loss-Guided Training31 May 2020 0 repositories listed
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Deep graph learning for semi-supervised classification29 May 2020 0 repositories listed
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Neural Stochastic Block Model & Scalable Community-Based Graph Learning16 May 2020 0 repositories listed
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Inductive and Unsupervised Representation Learning on Graph Structured Objects1 May 2020 0 repositories listed
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Graph Learning Approaches to Recommender Systems: A Review22 Apr 2020 0 repositories listed
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MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning15 Apr 2020 0 repositories listed
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Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation31 Mar 2020 0 repositories listed
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Latent-Graph Learning for Disease Prediction27 Mar 2020 0 repositories listed
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Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay22 Mar 2020 0 repositories listed
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An Uncoupled Training Architecture for Large Graph Learning21 Mar 2020 0 repositories listed
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Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification18 Mar 2020 0 repositories listed
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Dynamic Point Cloud Denoising via Manifold-to-Manifold Distance17 Mar 2020 0 repositories listed
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Unsupervised Graph Embedding via Adaptive Graph Learning10 Mar 2020 0 repositories listed
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A Survey on The Expressive Power of Graph Neural Networks9 Mar 2020 0 repositories listed