Browse State-of-the-Art › Graph Learning › Papers, page 8
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 8 of 16: papers 701 to 800 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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Towards Multi-modal Graph Large Language Model11 Jun 2025 0 repositories listed
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H²GFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs10 Jun 2025 0 repositories listed
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Graph Prompting for Graph Learning Models: Recent Advances and Future Directions10 Jun 2025 0 repositories listed
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Nonlinear Causal Discovery for Grouped Data5 Jun 2025 0 repositories listed
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Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in Videos3 Jun 2025 0 repositories listed
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Efficient Learning of Balanced Signed Graphs via Sparse Linear Programming2 Jun 2025 0 repositories listed
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Algorithm Unrolling-based Denoising of Multimodal Graph Signals28 May 2025 0 repositories listed
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Topological Structure Learning Should Be A Research Priority for LLM-Based Multi-Agent Systems28 May 2025 0 repositories listed
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Language Model-Enhanced Message Passing for Heterophilic Graph Learning26 May 2025 0 repositories listed
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Interpretable Graph Learning Over Sets of Temporally-Sparse Data25 May 2025 0 repositories listed
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Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling24 May 2025 0 repositories listed
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EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression21 May 2025 0 repositories listed
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Higher-order Structure Boosts Link Prediction on Temporal Graphs21 May 2025 0 repositories listed
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Time Tracker: Mixture-of-Experts-Enhanced Foundation Time Series Forecasting Model with Decoupled Training Pipelines21 May 2025 0 repositories listed
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Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search20 May 2025 0 repositories listed
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When LLMs meet open-world graph learning: a new perspective for unlabeled data uncertainty20 May 2025 0 repositories listed
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Adaptive Tokenization: On the Hop-Overpriority Problem in Tokenized Graph Learning Models19 May 2025 0 repositories listed
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Towards Effective Federated Graph Foundation Model via Mitigating Knowledge Entanglement19 May 2025 0 repositories listed
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Never Skip a Batch: Continuous Training of Temporal GNNs via Adaptive Pseudo-Supervision18 May 2025 0 repositories listed
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Multi-Attribute Graph Estimation with Sparse-Group Non-Convex Penalties17 May 2025 0 repositories listed
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Relation-Aware Graph Foundation Model17 May 2025 0 repositories listed
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Joint Graph Estimation and Signal Restoration for Robust Federated Learning16 May 2025 0 repositories listed
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Unfolded Deep Graph Learning for Networked Over-the-Air Computation16 May 2025 0 repositories listed
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Urban Representation Learning for Fine-grained Economic Mapping: A Semi-supervised Graph-based Approach16 May 2025 0 repositories listed
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FedGRec: Dynamic Spatio-Temporal Federated Graph Learning for Secure and Efficient Cross-Border Recommendations15 May 2025 0 repositories listed
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Instance-Prototype Affinity Learning for Non-Exemplar Continual Graph Learning15 May 2025 0 repositories listed
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Learning Kronecker-Structured Graphs from Smooth Signals14 May 2025 0 repositories listed
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Clustering of Incomplete Data via a Bipartite Graph Structure13 May 2025 0 repositories listed
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A Conjoint Graph Representation Learning Framework for Hypertension Comorbidity Risk Prediction8 May 2025 0 repositories listed
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Soft causal learning for generalized molecule property prediction: An environment perspective7 May 2025 0 repositories listed
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Rethinking Federated Graph Learning: A Data Condensation Perspective5 May 2025 0 repositories listed
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Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking3 May 2025 0 repositories listed
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Multi-Scale Graph Learning for Anti-Sparse Downscaling3 May 2025 0 repositories listed
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Scalability Matters: Overcoming Challenges in InstructGLM with Similarity-Degree-Based Sampling2 May 2025 0 repositories listed
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Toward Data-centric Directed Graph Learning: An Entropy-driven Approach2 May 2025 0 repositories listed
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FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs29 Apr 2025 0 repositories listed
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ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion22 Apr 2025 0 repositories listed
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Edge-boosted graph learning for functional brain connectivity analysis21 Apr 2025 0 repositories listed
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FedC4: Graph Condensation Meets Client-Client Collaboration for Efficient and Private Federated Graph Learning19 Apr 2025 0 repositories listed
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EG-Gaussian: Epipolar Geometry and Graph Network Enhanced 3D Gaussian Splatting18 Apr 2025 0 repositories listed
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Plain Transformers Can be Powerful Graph Learners17 Apr 2025 0 repositories listed
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Multimodal Spatio-temporal Graph Learning for Alignment-free RGBT Video Object Detection16 Apr 2025 0 repositories listed
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Ember: A Compiler for Efficient Embedding Operations on Decoupled Access-Execute Architectures14 Apr 2025 0 repositories listed
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Towards Unbiased Federated Graph Learning: Label and Topology Perspectives14 Apr 2025 0 repositories listed
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Federated Prototype Graph Learning13 Apr 2025 0 repositories listed
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Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey8 Apr 2025 0 repositories listed
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Toward General and Robust LLM-enhanced Text-attributed Graph Learning3 Apr 2025 0 repositories listed
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Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution1 Apr 2025 0 repositories listed
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A Semantic-Enhanced Heterogeneous Graph Learning Method for Flexible Objects Recognition28 Mar 2025 0 repositories listed
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DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation28 Mar 2025 0 repositories listed
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Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models27 Mar 2025 0 repositories listed
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Rethinking Graph Structure Learning in the Era of LLMs27 Mar 2025 0 repositories listed
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Adaptive Multi-Order Graph Regularized NMF with Dual Sparsity for Hyperspectral Unmixing25 Mar 2025 0 repositories listed
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Data-centric Federated Graph Learning with Large Language Models25 Mar 2025 0 repositories listed
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Enhancing Graphical Lasso: A Robust Scheme for Non-Stationary Mean Data25 Mar 2025 0 repositories listed
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Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities19 Mar 2025 0 repositories listed
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RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration14 Mar 2025 0 repositories listed
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SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning13 Mar 2025 0 repositories listed
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Distributed Graph Neural Network Inference With Just-In-Time Compilation For Industry-Scale Graphs8 Mar 2025 0 repositories listed
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GraphGen+: Advancing Distributed Subgraph Generation and Graph Learning On Industrial Graphs8 Mar 2025 0 repositories listed
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Feature Matching Intervention: Leveraging Observational Data for Causal Representation Learning5 Mar 2025 0 repositories listed
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A Transfer Framework for Enhancing Temporal Graph Learning in Data-Scarce Settings2 Mar 2025 0 repositories listed
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G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition1 Mar 2025 0 repositories listed
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Unlocking Multi-Modal Potentials for Dynamic Text-Attributed Graph Representation27 Feb 2025 0 repositories listed
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ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases25 Feb 2025 0 repositories listed
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Graph Masked Language Models24 Feb 2025 0 repositories listed
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A Survey of Graph Transformers: Architectures, Theories and Applications23 Feb 2025 0 repositories listed
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Adaptive Sparsified Graph Learning Framework for Vessel Behavior Anomalies20 Feb 2025 0 repositories listed
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Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks20 Feb 2025 0 repositories listed
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Are Large Language Models In-Context Graph Learners?19 Feb 2025 0 repositories listed
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Incomplete Graph Learning: A Comprehensive Survey18 Feb 2025 0 repositories listed
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Utilizing Effective Dynamic Graph Learning to Shield Financial Stability from Risk Propagation18 Feb 2025 0 repositories listed
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Knowledge-aware contrastive heterogeneous molecular graph learning17 Feb 2025 0 repositories listed
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On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning15 Feb 2025 0 repositories listed
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Raising the Bar in Graph OOD Generalization: Invariant Learning Beyond Explicit Environment Modeling15 Feb 2025 0 repositories listed
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Recent Advances in Malware Detection: Graph Learning and Explainability14 Feb 2025 0 repositories listed
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LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search12 Feb 2025 0 repositories listed
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Deep Semantic Graph Learning via LLM based Node Enhancement11 Feb 2025 0 repositories listed
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Unified Graph Networks (UGN): A Deep Neural Framework for Solving Graph Problems11 Feb 2025 0 repositories listed
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HetSSNet: Spatial-Spectral Heterogeneous Graph Learning Network for Panchromatic and Multispectral Images Fusion7 Feb 2025 0 repositories listed
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A Metric for the Balance of Information in Graph Learning31 Jan 2025 0 repositories listed
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Graph Learning for Bidirectional Disease Contact Tracing on Real Human Mobility Data30 Jan 2025 0 repositories listed
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Gradual Domain Adaptation for Graph Learning29 Jan 2025 0 repositories listed
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GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design27 Jan 2025 0 repositories listed
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ScaDyG:A New Paradigm for Large-scale Dynamic Graph Learning27 Jan 2025 0 repositories listed
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Toward Model-centric Heterogeneous Federated Graph Learning: A Knowledge-driven Approach22 Jan 2025 0 repositories listed
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Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model21 Jan 2025 0 repositories listed
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Each Graph is a New Language: Graph Learning with LLMs20 Jan 2025 0 repositories listed
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Spatio-temporal Graph Learning on Adaptive Mined Key Frames for High-performance Multi-Object Tracking17 Jan 2025 0 repositories listed
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Active Sampling for Node Attribute Completion on Graphs14 Jan 2025 0 repositories listed
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Predict Confidently, Predict Right: Abstention in Dynamic Graph Learning14 Jan 2025 0 repositories listed
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A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks13 Jan 2025 0 repositories listed
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Graph Contrastive Learning on Multi-label Classification for Recommendations13 Jan 2025 0 repositories listed
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Adaptive Homophily Clustering: Structure Homophily Graph Learning with Adaptive Filter for Hyperspectral Image3 Jan 2025 0 repositories listed
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Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning2 Jan 2025 0 repositories listed
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FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity1 Jan 2025 0 repositories listed
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GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning1 Jan 2025 0 repositories listed
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Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information1 Jan 2025 0 repositories listed
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Time-Varying Graph Learning for Data with Heavy-Tailed Distribution31 Dec 2024 0 repositories listed
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Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction30 Dec 2024 0 repositories listed