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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 9 of 16: papers 801 to 900 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.

• Overcoming Class Imbalance: Unified GNN Learning with Structural and Semantic Connectivity Representations
  30 Dec 2024 0 repositories listed
• Causal Discovery on Dependent Binary Data
  28 Dec 2024 0 repositories listed
• ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters
  26 Dec 2024 0 repositories listed
• Large Language Models Meet Graph Neural Networks: A Perspective of Graph Mining
  26 Dec 2024 0 repositories listed
• Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics
  25 Dec 2024 0 repositories listed
• AutoSculpt: A Pattern-based Model Auto-pruning Framework Using Reinforcement Learning and Graph Learning
  24 Dec 2024 0 repositories listed
• Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning
  24 Dec 2024 0 repositories listed
• FedGIG: Graph Inversion from Gradient in Federated Learning
  24 Dec 2024 0 repositories listed
• Multi-view Fuzzy Graph Attention Networks for Enhanced Graph Learning
  23 Dec 2024 0 repositories listed
• Graph Learning-based Regional Heavy Rainfall Prediction Using Low-Cost Rain Gauges
  22 Dec 2024 0 repositories listed
• THeGCN: Temporal Heterophilic Graph Convolutional Network
  21 Dec 2024 0 repositories listed
• FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks
  20 Dec 2024 0 repositories listed
• Communication-Efficient Personalized Federal Graph Learning via Low-Rank Decomposition
  18 Dec 2024 0 repositories listed
• Enhancing Internet of Things Security throughSelf-Supervised Graph Neural Networks
  17 Dec 2024 0 repositories listed
• Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks
  17 Dec 2024 0 repositories listed
• Towards joint graph learning and sampling set selection from data
  12 Dec 2024 0 repositories listed
• AHSG: Adversarial Attack on High-level Semantics in Graph Neural Networks
  10 Dec 2024 0 repositories listed
• My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis
  10 Dec 2024 0 repositories listed
• Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings
  10 Dec 2024 0 repositories listed
• Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation
  9 Dec 2024 0 repositories listed
• Revisiting the Necessity of Graph Learning and Common Graph Benchmarks
  9 Dec 2024 0 repositories listed
• Node Classification With Integrated Reject Option
  4 Dec 2024 0 repositories listed
• Graph Learning for Planning: The Story Thus Far and Open Challenges
  3 Dec 2024 0 repositories listed
• HybridMQA: Exploring Geometry-Texture Interactions for Colored Mesh Quality Assessment
  2 Dec 2024 0 repositories listed
• ReHub: Linear Complexity Graph Transformers with Adaptive Hub-Spoke Reassignment
  2 Dec 2024 0 repositories listed
• Signal Processing over Time-Varying Graphs: A Systematic Review
  30 Nov 2024 0 repositories listed
• Attribute-Enhanced Similarity Ranking for Sparse Link Prediction
  29 Nov 2024 0 repositories listed
• FedRGL: Robust Federated Graph Learning for Label Noise
  28 Nov 2024 0 repositories listed
• Towards Data-centric Machine Learning on Directed Graphs: a Survey
  28 Nov 2024 0 repositories listed
• Heterophilic Graph Neural Networks Optimization with Causal Message-passing
  21 Nov 2024 0 repositories listed
• AGLP: A Graph Learning Perspective for Semi-supervised Domain Adaptation
  20 Nov 2024 0 repositories listed
• Efficient and Robust Continual Graph Learning for Graph Classification in Biology
  18 Nov 2024 0 repositories listed
• Graph Retention Networks for Dynamic Graphs
  18 Nov 2024 0 repositories listed
• Towards Federated Graph Learning in One-shot Communication
  18 Nov 2024 0 repositories listed
• IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs
  17 Nov 2024 0 repositories listed
• Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning
  13 Nov 2024 0 repositories listed
• Federated Graph Learning with Graphless Clients
  13 Nov 2024 0 repositories listed
• Fast and Robust Contextual Node Representation Learning over Dynamic Graphs
  11 Nov 2024 0 repositories listed
• Shedding Light on Problems with Hyperbolic Graph Learning
  11 Nov 2024 0 repositories listed
• A Survey on Kolmogorov-Arnold Network
  9 Nov 2024 0 repositories listed
• Against Multifaceted Graph Heterogeneity via Asymmetric Federated Prompt Learning
  4 Nov 2024 0 repositories listed
• Do graph neural network states contain graph properties?
  4 Nov 2024 0 repositories listed
• G-SPARC: SPectral ARchitectures tackling the Cold-start problem in Graph learning
  3 Nov 2024 0 repositories listed
• Online Graph Learning via Time-Vertex Adaptive Filters: From Theory to Cardiac Fibrillation
  3 Nov 2024 0 repositories listed
• Network Games Induced Prior for Graph Topology Learning
  31 Oct 2024 0 repositories listed
• End-to-end Graph Learning Approach for Cognitive Diagnosis of Student Tutorial
  30 Oct 2024 0 repositories listed
• Reliable and Compact Graph Fine-tuning via GraphSparse Prompting
  29 Oct 2024 0 repositories listed
• Benchmarking Graph Learning for Drug-Drug Interaction Prediction
  24 Oct 2024 0 repositories listed
• Can Self Supervision Rejuvenate Similarity-Based Link Prediction?
  24 Oct 2024 0 repositories listed
• Perturbation-based Graph Active Learning for Weakly-Supervised Belief Representation Learning
  24 Oct 2024 0 repositories listed
• Mitigating Graph Covariate Shift via Score-based Out-of-distribution Augmentation
  23 Oct 2024 0 repositories listed
• TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models
  20 Oct 2024 0 repositories listed
• LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model
  19 Oct 2024 0 repositories listed
• Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information
  17 Oct 2024 0 repositories listed
• Graph Masked Autoencoder for Spatio-Temporal Graph Learning
  14 Oct 2024 0 repositories listed
• NT-LLM: A Novel Node Tokenizer for Integrating Graph Structure into Large Language Models
  14 Oct 2024 0 repositories listed
• Online Multi-modal Root Cause Analysis
  13 Oct 2024 0 repositories listed
• Towards Stable, Globally Expressive Graph Representations with Laplacian Eigenvectors
  13 Oct 2024 0 repositories listed
• Deeper Insights into Deep Graph Convolutional Networks: Stability and Generalization
  11 Oct 2024 0 repositories listed
• Federated Graph Learning for Cross-Domain Recommendation
  10 Oct 2024 0 repositories listed
• Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning
  10 Oct 2024 0 repositories listed
• Generalization from Starvation: Hints of Universality in LLM Knowledge Graph Learning
  10 Oct 2024 0 repositories listed
• Network Topology Inference from Smooth Signals Under Partial Observability
  8 Oct 2024 0 repositories listed
• Defense-as-a-Service: Black-box Shielding against Backdoored Graph Models
  7 Oct 2024 0 repositories listed
• Multi-Stage Graph Learning for fMRI Analysis to Diagnose Neuro-Developmental Disorders
  7 Oct 2024 0 repositories listed
• Enhancing Graph Self-Supervised Learning with Graph Interplay
  5 Oct 2024 0 repositories listed
• SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering
  4 Oct 2024 0 repositories listed
• How to Make LLMs Strong Node Classifiers?
  3 Oct 2024 0 repositories listed
• PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
  2 Oct 2024 0 repositories listed
• GUNDAM: Aligning Large Language Models with Graph Understanding
  30 Sep 2024 0 repositories listed
• Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting
  29 Sep 2024 0 repositories listed
• One Node Per User: Node-Level Federated Learning for Graph Neural Networks
  29 Sep 2024 0 repositories listed
• On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
  26 Sep 2024 0 repositories listed
• Federated Graph Learning with Adaptive Importance-based Sampling
  23 Sep 2024 0 repositories listed
• HydroVision: LiDAR-Guided Hydrometric Prediction with Vision Transformers and Hybrid Graph Learning
  23 Sep 2024 0 repositories listed
• Online Proximal ADMM for Graph Learning from Streaming Smooth Signals
  19 Sep 2024 0 repositories listed
• FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction
  17 Sep 2024 0 repositories listed
• Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning
  15 Sep 2024 0 repositories listed
• Online Network Inference from Graph-Stationary Signals with Hidden Nodes
  13 Sep 2024 0 repositories listed
• Efficient Learning of Balanced Signed Graphs via Iterative Linear Programming
  12 Sep 2024 0 repositories listed
• Virtual Node Generation for Node Classification in Sparsely-Labeled Graphs
  12 Sep 2024 0 repositories listed
• MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder
  10 Sep 2024 0 repositories listed
• LATEX-GCL: Large Language Models (LLMs)-Based Data Augmentation for Text-Attributed Graph Contrastive Learning
  2 Sep 2024 0 repositories listed
• Dual Adversarial Perturbators Generate rich Views for Recommendation
  26 Aug 2024 0 repositories listed
• Disentangled Generative Graph Representation Learning
  24 Aug 2024 0 repositories listed
• LLM-enhanced Scene Graph Learning for Household Rearrangement
  22 Aug 2024 0 repositories listed
• Optimizing Federated Graph Learning with Inherent Structural Knowledge and Dual-Densely Connected GNNs
  21 Aug 2024 0 repositories listed
• Slicing Input Features to Accelerate Deep Learning: A Case Study with Graph Neural Networks
  21 Aug 2024 0 repositories listed
• Asymmetric Graph Error Control with Low Complexity in Causal Bandits
  20 Aug 2024 0 repositories listed
• GrassNet: State Space Model Meets Graph Neural Network
  16 Aug 2024 0 repositories listed
• Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation
  14 Aug 2024 0 repositories listed
• DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
  13 Aug 2024 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• A Structural Feature-Based Approach for Comprehensive Graph Classification
  10 Aug 2024 0 repositories listed
• Modeling Multi-Step Scientific Processes with Graph Transformer Networks
  10 Aug 2024 0 repositories listed
• Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation
  10 Aug 2024 0 repositories listed
• Federated Hypergraph Learning: Hyperedge Completion with Local Differential Privacy
  9 Aug 2024 0 repositories listed
• Node Level Graph Autoencoder: Unified Pretraining for Textual Graph Learning
  9 Aug 2024 0 repositories listed
• DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization
  8 Aug 2024 0 repositories listed
• Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion
  8 Aug 2024 0 repositories listed
• Knowledge Probing for Graph Representation Learning
  7 Aug 2024 0 repositories listed

Syntology lines on 1 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.