Browse State-of-the-Art › Link Prediction › Papers, page 11
Link Prediction
Papers archive 2025-07-28
archive papers tagged: 1,949 · with a code link: 974 · where Syntology ran a sample: 233 (206 with a run with no instrument failure, 27 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (233 of 1,949 tagged: 206 with a run with no instrument failure, 27 where every run was a failure of Syntology's instrument)
Page 11 of 20: papers 1,001 to 1,100 of 1,949, 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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FLASH: Flexible Learning of Adaptive Sampling from History in Temporal Graph Neural Networks9 Apr 2025 0 repositories listed
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Comparison of Metadata Representation Models for Knowledge Graph Embeddings25 Mar 2025 0 repositories listed
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Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models18 Mar 2025 0 repositories listed
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BicliqueEncoder: An Efficient Method for Link Prediction in Bipartite Networks using Formal Concept Analysis and Transformer Encoder6 Mar 2025 0 repositories listed
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Matrix Factorization for Inferring Associations and Missing Links6 Mar 2025 0 repositories listed
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The Signed Two-Space Proximity Model for Learning Representations in Protein-Protein Interaction Networks5 Mar 2025 0 repositories listed
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Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees4 Mar 2025 0 repositories listed
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A Survey of Link Prediction in Temporal Networks28 Feb 2025 0 repositories listed
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FHGE: A Fast Heterogeneous Graph Embedding with Ad-hoc Meta-paths22 Feb 2025 0 repositories listed
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HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks22 Feb 2025 0 repositories listed
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Evaluating link prediction: New perspectives and recommendations18 Feb 2025 0 repositories listed
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LLM-driven Knowledge Distillation for Dynamic Text-Attributed Graphs15 Feb 2025 0 repositories listed
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Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations12 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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Graph Neural Networks at a Fraction10 Feb 2025 0 repositories listed
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Graph Neural Networks for O-RAN Mobility Management: A Link Prediction Approach4 Feb 2025 0 repositories listed
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1 Feb 2025 0 repositories listed Syntology 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) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Brain-inspired sparse training enables Transformers and LLMs to perform as fully connected31 Jan 2025 0 repositories listed
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Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models30 Jan 2025 0 repositories listed
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Heuristic-Informed Mixture of Experts for Link Prediction in Multilayer Networks29 Jan 2025 0 repositories listed
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Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures25 Jan 2025 0 repositories listed
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HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks22 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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Graph Contrastive Learning on Multi-label Classification for Recommendations13 Jan 2025 0 repositories listed
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HyperQuery: Beyond Binary Link Prediction13 Jan 2025 0 repositories listed
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Coupled Hierarchical Structure Learning using Tree-Wasserstein Distance7 Jan 2025 0 repositories listed
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CHAT: Beyond Contrastive Graph Transformer for Link Prediction in Heterogeneous Networks6 Jan 2025 0 repositories listed
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Efficient Relational Context Perception for Knowledge Graph Completion31 Dec 2024 0 repositories listed
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Large Language Models Meet Graph Neural Networks: A Perspective of Graph Mining26 Dec 2024 0 repositories listed
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Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure19 Dec 2024 0 repositories listed
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Practicable Black-box Evasion Attacks on Link Prediction in Dynamic Graphs -- A Graph Sequential Embedding Method17 Dec 2024 0 repositories listed
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Enhancing Temporal Link Prediction with HierTKG: A Hierarchical Temporal Knowledge Graph Framework16 Dec 2024 0 repositories listed
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GNN Applied to Ego-nets for Friend Suggestions16 Dec 2024 0 repositories listed
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A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers15 Dec 2024 0 repositories listed
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Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model15 Dec 2024 0 repositories listed
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Representation learning of dynamic networks15 Dec 2024 0 repositories listed
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A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings13 Dec 2024 0 repositories listed
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From communities to interpretable network and word embedding: an unified approach11 Dec 2024 0 repositories listed
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Multi-Scale Node Embeddings for Graph Modeling and Generation5 Dec 2024 0 repositories listed
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Enhancing Supply Chain Visibility with Generative AI: An Exploratory Case Study on Relationship Prediction in Knowledge Graphs4 Dec 2024 0 repositories listed
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How the use of feature selection methods influences the efficiency and accuracy of complex network simulations2 Dec 2024 0 repositories listed
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Learn to Unlearn: Meta-Learning-Based Knowledge Graph Embedding Unlearning1 Dec 2024 0 repositories listed
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One Model for One Graph: A New Perspective for Pretraining with Cross-domain Graphs30 Nov 2024 0 repositories listed
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Attribute-Enhanced Similarity Ranking for Sparse Link Prediction29 Nov 2024 0 repositories listed
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Perturbation Ontology based Graph Attention Networks27 Nov 2024 0 repositories listed
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Deep Sparse Latent Feature Models for Knowledge Graph Completion24 Nov 2024 0 repositories listed
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VisGraphVar: A Benchmark Generator for Assessing Variability in Graph Analysis Using Large Vision-Language Models22 Nov 2024 0 repositories listed
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21 Nov 2024 0 repositories listed
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Scalable Deep Metric Learning on Attributed Graphs20 Nov 2024 0 repositories listed
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Hierarchical-Graph-Structured Edge Partition Models for Learning Evolving Community Structure18 Nov 2024 0 repositories listed
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Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling12 Nov 2024 0 repositories listed
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12 Nov 2024 0 repositories listed
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HeteroSample: Meta-path Guided Sampling for Heterogeneous Graph Representation Learning11 Nov 2024 0 repositories listed
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Shedding Light on Problems with Hyperbolic Graph Learning11 Nov 2024 0 repositories listed
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YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training8 Nov 2024 0 repositories listed
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G-SPARC: SPectral ARchitectures tackling the Cold-start problem in Graph learning3 Nov 2024 0 repositories listed
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Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs1 Nov 2024 0 repositories listed
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How to Bridge Spatial and Temporal Heterogeneity in Link Prediction? A Contrastive Method1 Nov 2024 0 repositories listed
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Just Propagate: Unifying Matrix Factorization, Network Embedding, and LightGCN for Link Prediction26 Oct 2024 0 repositories listed
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Can Self Supervision Rejuvenate Similarity-Based Link Prediction?24 Oct 2024 0 repositories listed
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Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production24 Oct 2024 0 repositories listed
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Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning24 Oct 2024 0 repositories listed
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Multi-frame Detection via Graph Neural Networks: A Link Prediction Approach17 Oct 2024 0 repositories listed
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Is Complex Query Answering Really Complex?16 Oct 2024 0 repositories listed
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What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs16 Oct 2024 0 repositories listed
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Inference over Unseen Entities, Relations and Literals on Knowledge Graphs9 Oct 2024 0 repositories listed
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When Graph Neural Networks Meet Dynamic Mode Decomposition8 Oct 2024 0 repositories listed
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Improving Node Representation by Boosting Target-Aware Contrastive Loss4 Oct 2024 0 repositories listed
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ClassContrast: Bridging the Spatial and Contextual Gaps for Node Representations3 Oct 2024 0 repositories listed
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Stabilizing the Kumaraswamy Distribution1 Oct 2024 0 repositories listed
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On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks26 Sep 2024 0 repositories listed
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Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract)25 Sep 2024 0 repositories listed
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MotifDisco: Motif Causal Discovery For Time Series Motifs23 Sep 2024 0 repositories listed
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Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings16 Sep 2024 0 repositories listed
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Dynamic Link and Flow Prediction in Bank Transfer Networks13 Sep 2024 0 repositories listed
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Promoting Fairness in Link Prediction with Graph Enhancement13 Sep 2024 0 repositories listed
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Sub-graph Based Diffusion Model for Link Prediction13 Sep 2024 0 repositories listed
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HyperCausalLP: Causal Link Prediction using Hyper-Relational Knowledge Graph12 Sep 2024 0 repositories listed
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Influence of Backdoor Paths on Causal Link Prediction12 Sep 2024 0 repositories listed
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Towards a graph-based foundation model for network traffic analysis12 Sep 2024 0 repositories listed
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Dot Product is All You Need: Bridging the Gap Between Item Recommendation and Link Prediction11 Sep 2024 0 repositories listed
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A Survey on Signed Graph Embedding: Methods and Applications5 Sep 2024 0 repositories listed
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Graph Attention Inference of Network Topology in Multi-Agent Systems27 Aug 2024 0 repositories listed
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RoCP-GNN: Robust Conformal Prediction for Graph Neural Networks in Node-Classification25 Aug 2024 0 repositories listed
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Enhanced Expressivity in Graph Neural Networks with Lanczos-Based Linear Constraints22 Aug 2024 0 repositories listed
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GS-KGC: A Generative Subgraph-based Framework for Knowledge Graph Completion with Large Language Models20 Aug 2024 0 repositories listed
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CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning15 Aug 2024 0 repositories listed
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Conformalized Answer Set Prediction for Knowledge Graph Embedding15 Aug 2024 0 repositories listed
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Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction15 Aug 2024 0 repositories listed
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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)
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Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors13 Aug 2024 0 repositories listed
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Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation10 Aug 2024 0 repositories listed
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Node Level Graph Autoencoder: Unified Pretraining for Textual Graph Learning9 Aug 2024 0 repositories listed
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DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models8 Aug 2024 0 repositories listed
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Knowledge Probing for Graph Representation Learning7 Aug 2024 0 repositories listed
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SnapE -- Training Snapshot Ensembles of Link Prediction Models5 Aug 2024 0 repositories listed
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Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction30 Jul 2024 0 repositories listed
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30 Jul 2024 0 repositories listed
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Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning30 Jul 2024 0 repositories listed
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Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement30 Jul 2024 0 repositories listed
Syntology lines on 2 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 , 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.