Browse State-of-the-Art › Link Prediction › Papers, page 12
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 12 of 20: papers 1,101 to 1,200 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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UTG: Towards a Unified View of Snapshot and Event Based Models for Temporal Graphs17 Jul 2024 0 repositories listed
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Improving Hyperbolic Representations via Gromov-Wasserstein Regularization15 Jul 2024 0 repositories listed
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SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network3 Jul 2024 0 repositories listed
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Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models30 Jun 2024 0 repositories listed
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Conformalized Link Prediction on Graph Neural Networks26 Jun 2024 0 repositories listed
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Kolmogorov-Arnold Graph Neural Networks26 Jun 2024 0 repositories listed
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Link Prediction with Untrained Message Passing Layers24 Jun 2024 0 repositories listed
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Disentangled Hyperbolic Representation Learning for Heterogeneous Graphs14 Jun 2024 0 repositories listed
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Understanding the Generalizability of Link Predictors Under Distribution Shifts on Graphs13 Jun 2024 0 repositories listed
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GraphFM: A Comprehensive Benchmark for Graph Foundation Model12 Jun 2024 0 repositories listed
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Efficient Parallel Multi-Hop Reasoning: A Scalable Approach for Knowledge Graph Analysis11 Jun 2024 0 repositories listed
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Generating Human Understandable Explanations for Node Embeddings11 Jun 2024 0 repositories listed
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Link Prediction in Bipartite Networks10 Jun 2024 0 repositories listed
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From Link Prediction to Forecasting: Information Loss in Batch-based Temporal Graph Learning7 Jun 2024 0 repositories listed
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GENIE: Watermarking Graph Neural Networks for Link Prediction7 Jun 2024 0 repositories listed
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GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks6 Jun 2024 0 repositories listed
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Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs5 Jun 2024 0 repositories listed
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Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE3 Jun 2024 0 repositories listed
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A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation28 May 2024 0 repositories listed
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Improving global awareness of linkset predictions using Cross-Attentive Modulation tokens28 May 2024 0 repositories listed
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Predicting from a Different Perspective: A Re-ranking Model for Inductive Knowledge Graph Completion27 May 2024 0 repositories listed
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Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks24 May 2024 0 repositories listed
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Node-Time Conditional Prompt Learning In Dynamic Graphs22 May 2024 0 repositories listed
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Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task15 May 2024 0 repositories listed
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Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness13 May 2024 0 repositories listed
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CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network11 May 2024 0 repositories listed
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Input Snapshots Fusion for Scalable Discrete Dynamic Graph Nerual Networks11 May 2024 0 repositories listed
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Conditional Local Feature Encoding for Graph Neural Networks8 May 2024 0 repositories listed
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Untargeted Adversarial Attack on Knowledge Graph Embeddings8 May 2024 0 repositories listed
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Subgraph2vec: A random walk-based algorithm for embedding knowledge graphs3 May 2024 0 repositories listed
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SoMeR: Multi-View User Representation Learning for Social Media2 May 2024 0 repositories listed
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Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings30 Apr 2024 0 repositories listed
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Parameter-Efficient Tuning Large Language Models for Graph Representation Learning28 Apr 2024 0 repositories listed
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Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks27 Apr 2024 0 repositories listed
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PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction23 Apr 2024 0 repositories listed
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CORE: Data Augmentation for Link Prediction via Information Bottleneck17 Apr 2024 0 repositories listed
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Binder: Hierarchical Concept Representation through Order Embedding of Binary Vectors16 Apr 2024 0 repositories listed
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Fair Graph Neural Network with Supervised Contrastive Regularization9 Apr 2024 0 repositories listed
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Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model3 Apr 2024 0 repositories listed
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HeteroMILE: a Multi-Level Graph Representation Learning Framework for Heterogeneous Graphs31 Mar 2024 0 repositories listed
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Instruction-based Hypergraph Pretraining28 Mar 2024 0 repositories listed
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Directed Criteria Citation Recommendation and Ranking Through Link Prediction18 Mar 2024 0 repositories listed
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Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction17 Mar 2024 0 repositories listed
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xLP: Explainable Link Prediction for Master Data Management14 Mar 2024 0 repositories listed
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Link Prediction for Social Networks using Representation Learning and Heuristic-based Features13 Mar 2024 0 repositories listed
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Knowledge Graph Large Language Model (KG-LLM) for Link Prediction12 Mar 2024 0 repositories listed
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A Differential Geometric View and Explainability of GNN on Evolving Graphs11 Mar 2024 0 repositories listed
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From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs8 Mar 2024 0 repositories listed
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In-n-Out: Calibrating Graph Neural Networks for Link Prediction7 Mar 2024 0 repositories listed
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RCoCo: Contrastive Collective Link Prediction across Multiplex Network in Riemannian Space4 Mar 2024 0 repositories listed
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Unveiling Hidden Links Between Unseen Security Entities4 Mar 2024 0 repositories listed
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Negative Sampling in Knowledge Graph Representation Learning: A Review29 Feb 2024 0 repositories listed
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Scaling up Dynamic Edge Partition Models via Stochastic Gradient MCMC29 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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A Relation-Interactive Approach for Message Passing in Hyper-relational Knowledge Graphs23 Feb 2024 0 repositories listed
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Automating psychological hypothesis generation with AI: when large language models meet causal graph22 Feb 2024 0 repositories listed
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Link Prediction with Physics-Inspired Graph Neural Networks22 Feb 2024 0 repositories listed
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A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models16 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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Class-Balanced and Reinforced Active Learning on Graphs15 Feb 2024 0 repositories listed
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Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives14 Feb 2024 0 repositories listed
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BERT4FCA: A Method for Bipartite Link Prediction using Formal Concept Analysis and BERT13 Feb 2024 0 repositories listed
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Universal Link Predictor By In-Context Learning on Graphs12 Feb 2024 0 repositories listed
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Link Prediction with Relational Hypergraphs6 Feb 2024 0 repositories listed
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MQuinE: a cure for "Z-paradox" in knowledge graph embedding models5 Feb 2024 0 repositories listed
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Statistical Guarantees for Link Prediction using Graph Neural Networks5 Feb 2024 0 repositories listed
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Enhancing Cross-domain Link Prediction via Evolution Process Modeling3 Feb 2024 0 repositories listed
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PhenoLinker: Phenotype-Gene Link Prediction and Explanation using Heterogeneous Graph Neural Networks2 Feb 2024 0 repositories listed
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GraphViz2Vec: A Structure-aware Feature Generation Model to Improve Classification in GNNs30 Jan 2024 0 repositories listed
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Type-based Neural Link Prediction Adapter for Complex Query Answering29 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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LPNL: Scalable Link Prediction with Large Language Models24 Jan 2024 0 repositories listed
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Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion11 Jan 2024 0 repositories listed
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Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks10 Jan 2024 0 repositories listed
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Predicting the structure of dynamic graphs8 Jan 2024 0 repositories listed
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Effective backdoor attack on graph neural networks in link prediction tasks5 Jan 2024 0 repositories listed
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DocGraphLM: Documental Graph Language Model for Information Extraction5 Jan 2024 0 repositories listed
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A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature4 Jan 2024 0 repositories listed
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Learning Scalable Structural Representations for Link Prediction with Bloom Signatures28 Dec 2023 0 repositories listed
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Continuous-time Graph Representation with Sequential Survival Process20 Dec 2023 0 repositories listed
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Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks15 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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Redefining Developer Assistance: Through Large Language Models in Software Ecosystem9 Dec 2023 0 repositories listed
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Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs8 Dec 2023 0 repositories listed
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Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction8 Dec 2023 0 repositories listed
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A Review of Link Prediction Applications in Network Biology3 Dec 2023 0 repositories listed
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Knowledge Graph Reasoning Based on Attention GCN2 Dec 2023 0 repositories listed
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Location Sensitive Embedding for Knowledge Graph Reasoning1 Dec 2023 0 repositories listed
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HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers30 Nov 2023 0 repositories listed
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Self-Supervised Pretraining for Heterogeneous Hypergraph Neural Networks19 Nov 2023 0 repositories listed
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Knowledge Graphs are not Created Equal: Exploring the Properties and Structure of Real KGs10 Nov 2023 0 repositories listed
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Unifying Structure and Language Semantic for Efficient Contrastive Knowledge Graph Completion with Structured Entity Anchors7 Nov 2023 0 repositories listed
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6 Nov 2023 0 repositories listed
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29 Oct 2023 0 repositories listed Syntology 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) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Community Detection Guarantees Using Embeddings Learned by Node2Vec26 Oct 2023 0 repositories listed
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Balancing Augmentation with Edge-Utility Filter for Signed GNNs25 Oct 2023 0 repositories listed
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DyExplainer: Explainable Dynamic Graph Neural Networks25 Oct 2023 0 repositories listed
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Graph Agent: Explicit Reasoning Agent for Graphs25 Oct 2023 0 repositories listed
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Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning24 Oct 2023 0 repositories listed
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Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules21 Oct 2023 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 , 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.