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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 7 of 16: papers 601 to 700 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.

• Heterogeneous Graph Representation Learning with Relation Awareness
  24 May 2021 1 repository listed
• Consensus Graph Learning for Multi-view Clustering
  21 May 2021 1 repository listed
• StackVAE-G: An efficient and interpretable model for time series anomaly detection
  18 May 2021 1 repository listed
• Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare
  16 May 2021 1 repository listed Syntology official (archive's flag): 14 ran · 14 ran (of which 8 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 2 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples)
• Graph Learning based Recommender Systems: A Review
  13 May 2021 1 repository listed
• Neural Graph Matching based Collaborative Filtering
  10 May 2021 1 repository listed
• An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks
  7 May 2021 1 repository listed
• AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter
  26 Apr 2021 1 repository listed
• GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy
  21 Apr 2021 1 repository listed
• Generative Causal Explanations for Graph Neural Networks
  14 Apr 2021 1 repository listed
• Mutual Graph Learning for Camouflaged Object Detection
  3 Apr 2021 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• Deepened Graph Auto-Encoders Help Stabilize and Enhance Link Prediction
  21 Mar 2021 1 repository listed
• GLAMOUR: Graph Learning over Macromolecule Representations
  3 Mar 2021 1 repository listed
• CogDL: A Comprehensive Library for Graph Deep Learning
  1 Mar 2021 1 repository listed
• Accurate Learning of Graph Representations with Graph Multiset Pooling
  23 Feb 2021 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 5 pointer-only (licence)
• Link Prediction with Persistent Homology: An Interactive View
  20 Feb 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolutional Networks
  20 Feb 2021 1 repository listed
• Fast Graph Learning with Unique Optimal Solutions
  17 Feb 2021 1 repository listed
• Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing
  17 Feb 2021 1 repository listed
• Few-Shot Graph Learning for Molecular Property Prediction
  16 Feb 2021 1 repository listed
• Topological Graph Neural Networks
  15 Feb 2021 1 repository listed
• Online Graph Dictionary Learning
  12 Feb 2021 1 repository listed
• A Unifying Generative Model for Graph Learning Algorithms: Label Propagation, Graph Convolutions, and Combinations
  19 Jan 2021 1 repository listed
• GraphHop: An Enhanced Label Propagation Method for Node Classification
  7 Jan 2021 1 repository listed
• Algorithms for Learning Graphs in Financial Markets
  31 Dec 2020 1 repository listed
• Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning
  29 Dec 2020 1 repository listed
• TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation
  26 Dec 2020 1 repository listed
• High-Dimensional Bayesian Optimization via Tree-Structured Additive Models
  24 Dec 2020 1 repository listed
• LCS Graph Kernel Based on Wasserstein Distance in Longest Common Subsequence Metric Space
  7 Dec 2020 1 repository listed
• An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation
  6 Dec 2020 1 repository listed
• Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization
  1 Dec 2020 1 repository listed
• World Model as a Graph: Learning Latent Landmarks for Planning
  25 Nov 2020 1 repository listed
• Graph Information Bottleneck for Subgraph Recognition
  12 Oct 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Embedding Words in Non-Vector Space with Unsupervised Graph Learning
  6 Oct 2020 1 repository listed
• Framework for Designing Filters of Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory
  29 Sep 2020 1 repository listed
• Extracting Summary Knowledge Graphs from Long Documents
  19 Sep 2020 1 repository listed
• QR and LQ Decomposition Matrix Backpropagation Algorithms for Square, Wide, and Deep -- Real or Complex -- Matrices and Their Software Implementation
  19 Sep 2020 1 repository listed
• Implicit Graph Neural Networks
  14 Sep 2020 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• CatGCN: Graph Convolutional Networks with Categorical Node Features
  11 Sep 2020 1 repository listed
• Dynamic Emotion Modeling with Learnable Graphs and Graph Inception Network
  6 Aug 2020 1 repository listed
• Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning
  3 Aug 2020 1 repository listed
• Adversarial Bipartite Graph Learning for Video Domain Adaptation
  31 Jul 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples)
• Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing
  20 Jul 2020 1 repository listed
• Data Augmentation View on Graph Convolutional Network and the Proposal of Monte Carlo Graph Learning
  23 Jun 2020 1 repository listed
• Progressive Graph Learning for Open-Set Domain Adaptation
  22 Jun 2020 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Wasserstein Embedding for Graph Learning
  16 Jun 2020 1 repository listed
• Semi-supervised Hypergraph Node Classification on Hypergraph Line Expansion
  11 May 2020 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer
  14 Apr 2020 1 repository listed
• The general theory of permutation equivarant neural networks and higher order graph variational encoders
  8 Apr 2020 1 repository listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 17 harvested samples)
• Universal Function Approximation on Graphs
  14 Mar 2020 1 repository listed
• Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models
  12 Feb 2020 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Graph Neural Distance Metric Learning with Graph-Bert
  9 Feb 2020 1 repository listed
• Learning graph representations of biochemical networks and its application to enzymatic link prediction
  9 Feb 2020 1 repository listed
• Random Features Strengthen Graph Neural Networks
  8 Feb 2020 1 repository listed
• Neural Subgraph Isomorphism Counting
  25 Dec 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Deep Iterative and Adaptive Learning for Graph Neural Networks
  17 Dec 2019 1 repository listed
• Video action detection by learning graph-based spatio-temporal interactions
  9 Dec 2019 1 repository listed
• Sparse Graph Attention Networks
  2 Dec 2019 1 repository listed
• Graph Agreement Models for Semi-Supervised Learning
  1 Dec 2019 1 repository listed
• Heterogeneous Graph Learning for Visual Commonsense Reasoning
  25 Oct 2019 1 repository listed
• Relational Graph Learning for Crowd Navigation
  28 Sep 2019 1 repository listed
• A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification
  26 Sep 2019 1 repository listed
• Learning Universal Graph Neural Network Embeddings With Aid Of Transfer Learning
  22 Sep 2019 1 repository listed
• Multi-graph Fusion for Multi-view Spectral Clustering
  16 Sep 2019 1 repository listed
• Joint Learning of Graph Representation and Node Features in Graph Convolutional Neural Networks
  11 Sep 2019 1 repository listed
• Latent Multi-view Semi-Supervised Classification
  9 Sep 2019 1 repository listed
• A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models
  4 Aug 2019 1 repository listed
• Uncertainty-based graph convolutional networks for organ segmentation refinement
  5 Jun 2019 1 repository listed
• Semi-Supervised Learning With Graph Learning-Convolutional Networks
  1 Jun 2019 1 repository listed
• Graph Learning Network: A Structure Learning Algorithm
  29 May 2019 1 repository listed
• RGB-T Image Saliency Detection via Collaborative Graph Learning
  16 May 2019 1 repository listed
• Semi-Supervised Graph Classification: A Hierarchical Graph Perspective
  10 Apr 2019 1 repository listed
• Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings
  2 Apr 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labels
  28 Feb 2019 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
  17 Feb 2019 1 repository listed
• Graph-RISE: Graph-Regularized Image Semantic Embedding
  14 Feb 2019 1 repository listed
• Inferring Networks From Random Walk-Based Node Similarities
  1 Dec 2018 1 repository listed
• Graph Laplacian mixture model
  23 Oct 2018 1 repository listed
• Graph Learning from Filtered Signals: Graph System and Diffusion Kernel Identification
  7 Mar 2018 1 repository listed
• Learning Networks from Random Walk-Based Node Similarities
  23 Jan 2018 1 repository listed
• Learning Typed Entailment Graphs with Global Soft Constraints
  1 Jan 2018 1 repository listed
• Residual Gated Graph ConvNets
  20 Nov 2017 1 repository listed
• Graph learning under sparsity priors
  18 Jul 2017 1 repository listed
• Mixed Graphical Models for Causal Analysis of Multi-modal Variables
  9 Apr 2017 1 repository listed
• Cost-Optimal Learning of Causal Graphs
  8 Mar 2017 1 repository listed
• How to learn a graph from smooth signals
  11 Jan 2016 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation
  17 Jul 2025 0 repositories listed
• A Graph-in-Graph Learning Framework for Drug-Target Interaction Prediction
  15 Jul 2025 0 repositories listed
• Federated Learning with Graph-Based Aggregation for Traffic Forecasting
  13 Jul 2025 0 repositories listed
• Graph Learning
  8 Jul 2025 0 repositories listed
• Interpretable Hierarchical Concept Reasoning through Attention-Guided Graph Learning
  26 Jun 2025 0 repositories listed
• Exploring Graph-Transformer Out-of-Distribution Generalization Abilities
  25 Jun 2025 0 repositories listed
• Automated Generation of Diverse Courses of Actions for Multi-Agent Operations using Binary Optimization and Graph Learning
  24 Jun 2025 0 repositories listed
• Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution
  17 Jun 2025 0 repositories listed
• Dynamic Graph Condensation
  16 Jun 2025 0 repositories listed
• Collaborative Interest-aware Graph Learning for Group Identification
  13 Jun 2025 0 repositories listed
• SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics
  13 Jun 2025 0 repositories listed
• Leveraging Low-rank Factorizations of Conditional Correlation Matrices in Graph Learning
  12 Jun 2025 0 repositories listed
• Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning
  12 Jun 2025 0 repositories listed
• Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols
  11 Jun 2025 0 repositories listed

Syntology lines on 15 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.