Browse State-of-the-Art › Graph Learning › Papers, page 11
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 11 of 16: papers 1,001 to 1,100 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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HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning9 Mar 2024 0 repositories listed
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Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm5 Mar 2024 0 repositories listed
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ROG_(PL): Robust Open-Set Graph Learning via Region-Based Prototype Learning28 Feb 2024 0 repositories listed
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Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning26 Feb 2024 0 repositories listed
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Graph Learning with Distributional Edge Layouts26 Feb 2024 0 repositories listed
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On the Generalization Capability of Temporal Graph Learning Algorithms: Theoretical Insights and a Simpler Method26 Feb 2024 0 repositories listed
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Hyperdimensional Representation Learning for Node Classification and Link Prediction26 Feb 2024 0 repositories listed
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Deep Contrastive Graph Learning with Clustering-Oriented Guidance25 Feb 2024 0 repositories listed
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Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks24 Feb 2024 0 repositories listed
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LinkSAGE: Optimizing Job Matching Using Graph Neural Networks20 Feb 2024 0 repositories listed
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Distilling Large Language Models for Text-Attributed Graph Learning19 Feb 2024 0 repositories listed
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Towards Versatile Graph Learning Approach: from the Perspective of Large Language Models18 Feb 2024 0 repositories listed
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Can we Soft Prompt LLMs for Graph Learning Tasks?15 Feb 2024 0 repositories listed
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Unifying Invariance and Spuriousity for Graph Out-of-Distribution via Probability of Necessity and Sufficiency14 Feb 2024 0 repositories listed
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Revealing Decurve Flows for Generalized Graph Propagation13 Feb 2024 0 repositories listed
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Learning Cartesian Product Graphs with Laplacian Constraints12 Feb 2024 0 repositories listed
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Message Detouring: A Simple Yet Effective Cycle Representation for Expressive Graph Learning12 Feb 2024 0 repositories listed
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Continual Learning on Graphs: A Survey9 Feb 2024 0 repositories listed
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GenEFT: Understanding Statics and Dynamics of Model Generalization via Effective Theory8 Feb 2024 0 repositories listed
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Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning8 Feb 2024 0 repositories listed
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Learning on Multimodal Graphs: A Survey7 Feb 2024 0 repositories listed
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PatSTEG: Modeling Formation Dynamics of Patent Citation Networks via The Semantic-Topological Evolutionary Graph3 Feb 2024 0 repositories listed
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Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness2 Feb 2024 0 repositories listed
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A Survey of Data-Efficient Graph Learning1 Feb 2024 0 repositories listed
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Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition31 Jan 2024 0 repositories listed
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A Survey on Structure-Preserving Graph Transformers29 Jan 2024 0 repositories listed
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MTRGL:Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning25 Jan 2024 0 repositories listed
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Multiview Graph Learning with Consensus Graph24 Jan 2024 0 repositories listed
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LPNL: Scalable Link Prediction with Large Language Models24 Jan 2024 0 repositories listed
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ADA-GNN: Atom-Distance-Angle Graph Neural Network for Crystal Material Property Prediction22 Jan 2024 0 repositories listed
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AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity22 Jan 2024 0 repositories listed
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BoolGebra: Attributed Graph-learning for Boolean Algebraic Manipulation19 Jan 2024 0 repositories listed
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False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening18 Jan 2024 0 repositories listed
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17 Jan 2024 0 repositories listed
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Machine Learning on Dynamic Graphs: A Survey on Applications16 Jan 2024 0 repositories listed
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Optimizing k in kNN Graphs with Graph Learning Perspective16 Jan 2024 0 repositories listed
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A General Benchmark Framework is Dynamic Graph Neural Network Need12 Jan 2024 0 repositories listed
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Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties9 Jan 2024 0 repositories listed
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A Primer on Temporal Graph Learning8 Jan 2024 0 repositories listed
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Unifying Graph Contrastive Learning via Graph Message Augmentation8 Jan 2024 0 repositories listed
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SynHING: Synthetic Heterogeneous Information Network Generation for Graph Learning and Explanation7 Jan 2024 0 repositories listed
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GLISP: A Scalable GNN Learning System by Exploiting Inherent Structural Properties of Graphs6 Jan 2024 0 repositories listed
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A Topology-aware Graph Coarsening Framework for Continual Graph Learning5 Jan 2024 0 repositories listed
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Adaptive Hyper-graph Aggregation for Modality-Agnostic Federated Learning1 Jan 2024 0 repositories listed
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Joint Signal Recovery and Graph Learning from Incomplete Time-Series28 Dec 2023 0 repositories listed
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Diffusion Maps for Signal Filtering in Graph Learning22 Dec 2023 0 repositories listed
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TransGlow: Attention-augmented Transduction model based on Graph Neural Networks for Water Flow Forecasting10 Dec 2023 0 repositories listed
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Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning9 Dec 2023 0 repositories listed
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The Graph Lottery Ticket Hypothesis: Finding Sparse, Informative Graph Structure8 Dec 2023 0 repositories listed
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7 Dec 2023 0 repositories listed
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Efficient End-to-end Language Model Fine-tuning on Graphs7 Dec 2023 0 repositories listed
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Node-aware Bi-smoothing: Certified Robustness against Graph Injection Attacks7 Dec 2023 0 repositories listed
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Learning High-Dimensional Differential Graphs From Multi-Attribute Data5 Dec 2023 0 repositories listed
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SAMSGL: Series-Aligned Multi-Scale Graph Learning for Spatio-Temporal Forecasting5 Dec 2023 0 repositories listed
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PerCNet: Periodic Complete Representation for Crystal Graphs3 Dec 2023 0 repositories listed
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LasTGL: An Industrial Framework for Large-Scale Temporal Graph Learning28 Nov 2023 0 repositories listed
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Solve Large-scale Unit Commitment Problems by Physics-informed Graph Learning26 Nov 2023 0 repositories listed
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Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs24 Nov 2023 0 repositories listed
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A Unified Framework for Fair Spectral Clustering With Effective Graph Learning23 Nov 2023 0 repositories listed
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Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting21 Nov 2023 0 repositories listed
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Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPs20 Nov 2023 0 repositories listed
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Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction15 Nov 2023 0 repositories listed
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Mobility-Induced Graph Learning for WiFi Positioning14 Nov 2023 0 repositories listed
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A Consistent Diffusion-Based Algorithm for Semi-Supervised Graph Learning13 Nov 2023 0 repositories listed
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Dirichlet Active Learning9 Nov 2023 0 repositories listed
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Information-Theoretic Generalization Bounds for Transductive Learning and its Applications8 Nov 2023 0 repositories listed
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Learning Decentralized Traffic Signal Controllers with Multi-Agent Graph Reinforcement Learning7 Nov 2023 0 repositories listed
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Improving Collaborative Filtering Recommendation via Graph Learning6 Nov 2023 0 repositories listed
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A Metadata-Driven Approach to Understand Graph Neural Networks30 Oct 2023 0 repositories listed
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Kernel-based Joint Multiple Graph Learning and Clustering of Graph Signals29 Oct 2023 0 repositories listed
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MAG-GNN: Reinforcement Learning Boosted Graph Neural Network29 Oct 2023 0 repositories listed
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Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning26 Oct 2023 0 repositories listed
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Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method23 Oct 2023 0 repositories listed
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Positive-Unlabeled Node Classification with Structure-aware Graph Learning20 Oct 2023 0 repositories listed
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Towards Graph Foundation Models: A Survey and Beyond18 Oct 2023 0 repositories listed
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Refining Latent Representations: A Generative SSL Approach for Heterogeneous Graph Learning17 Oct 2023 0 repositories listed
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MeKB-Rec: Personal Knowledge Graph Learning for Cross-Domain Recommendation17 Oct 2023 0 repositories listed
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Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA13 Oct 2023 0 repositories listed
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2SFGL: A Simple And Robust Protocol For Graph-Based Fraud Detection12 Oct 2023 0 repositories listed
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Supercharging Graph Transformers with Advective Diffusion10 Oct 2023 0 repositories listed
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An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for Traveling Salesman Problems10 Oct 2023 0 repositories listed
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Integrating Graphs with Large Language Models: Methods and Prospects9 Oct 2023 0 repositories listed
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Data-centric Graph Learning: A Survey8 Oct 2023 0 repositories listed
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Graph learning in robotics: a survey6 Oct 2023 0 repositories listed
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NP²L: Negative Pseudo Partial Labels Extraction for Graph Neural Networks2 Oct 2023 0 repositories listed
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TDCGL: Two-Level Debiased Contrastive Graph Learning for Recommendation1 Oct 2023 0 repositories listed
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DURENDAL: Graph deep learning framework for temporal heterogeneous networks30 Sep 2023 0 repositories listed
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ResolvNet: A Graph Convolutional Network with multi-scale Consistency30 Sep 2023 0 repositories listed
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Neuromorphic Imaging and Classification with Graph Learning27 Sep 2023 0 repositories listed
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SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction27 Sep 2023 0 repositories listed
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ALEX: Towards Effective Graph Transfer Learning with Noisy Labels26 Sep 2023 0 repositories listed
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Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning19 Sep 2023 0 repositories listed
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Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network?14 Sep 2023 0 repositories listed
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TiBGL: Template-induced Brain Graph Learning for Functional Neuroimaging Analysis14 Sep 2023 0 repositories listed
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A Versatile Graph Learning Approach through LLM-based Agent8 Sep 2023 0 repositories listed
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Expert Uncertainty and Severity Aware Chest X-Ray Classification by Multi-Relationship Graph Learning6 Sep 2023 0 repositories listed
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Human Learning of Hierarchical Graphs6 Sep 2023 0 repositories listed
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Leveraging Semi-Supervised Graph Learning for Enhanced Diabetic Retinopathy Detection2 Sep 2023 0 repositories listed
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Visual-Kinematics Graph Learning for Procedure-agnostic Instrument Tip Segmentation in Robotic Surgeries2 Sep 2023 0 repositories listed
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MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting30 Aug 2023 0 repositories listed