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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 15 of 20: papers 1,401 to 1,500 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.

• Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion
  16 Jan 2022 0 repositories listed
• Structure Enhanced Graph Neural Networks for Link Prediction
  14 Jan 2022 0 repositories listed
• DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks
  8 Jan 2022 0 repositories listed
• Scaling Knowledge Graph Embedding Models
  8 Jan 2022 0 repositories listed
• Neighbor2vec: an efficient and effective method for Graph Embedding
  7 Jan 2022 0 repositories listed
• Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network
  4 Jan 2022 0 repositories listed
• Graph Collaborative Reasoning
  27 Dec 2021 0 repositories listed
• A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods
  20 Dec 2021 0 repositories listed
• KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling
  17 Dec 2021 0 repositories listed
• Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules
  16 Dec 2021 0 repositories listed
• Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast
  16 Dec 2021 0 repositories listed
• Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks
  14 Dec 2021 0 repositories listed
• Trivial bundle embeddings for learning graph representations
  5 Dec 2021 0 repositories listed
• ALX: Large Scale Matrix Factorization on TPUs
  3 Dec 2021 0 repositories listed
• Perform Like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference
  2 Dec 2021 0 repositories listed
• Structure-Aware Random Fourier Kernel for Graphs
  1 Dec 2021 0 repositories listed
• MDistMult: A Multiple Scoring Functions Model for Link Prediction on Antiviral Drugs Knowledge Graph
  29 Nov 2021 0 repositories listed
• Network In Graph Neural Network
  23 Nov 2021 0 repositories listed
• Triple Classification for Scholarly Knowledge Graph Completion
  23 Nov 2021 0 repositories listed
• Citation network applications in a scientific co-authorship recommender system
  22 Nov 2021 0 repositories listed
• Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach
  16 Nov 2021 0 repositories listed
• Prix-LM: Pretraining for Multilingual Knowledge Base Construction
  16 Nov 2021 0 repositories listed
• Sequence-to-Sequence Knowledge Graph Completion and Question Answering
  16 Nov 2021 0 repositories listed
• STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation
  16 Nov 2021 0 repositories listed
• Temporal Knowledge Graph Embedding based on Multivariate Gaussian Process
  16 Nov 2021 0 repositories listed
• Symmetry-driven network reconstruction through pseudobalanced coloring optimization
  15 Nov 2021 0 repositories listed
• Topic-aware latent models for representation learning on networks
  10 Nov 2021 0 repositories listed
• GROWL: Group Detection With Link Prediction
  8 Nov 2021 0 repositories listed
• High-order joint embedding for multi-level link prediction
  7 Nov 2021 0 repositories listed
• A Probit Tensor Factorization Model For Relational Learning
  6 Nov 2021 0 repositories listed
• Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings
  4 Nov 2021 0 repositories listed
• A Semantic Filter Based on Relations for Knowledge Graph Completion
  1 Nov 2021 0 repositories listed
• Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction
  1 Nov 2021 0 repositories listed
• Knowledge Graph Representation Learning using Ordinary Differential Equations
  1 Nov 2021 0 repositories listed
• Low Resource Quadratic Forms for Knowledge Graph Embeddings
  1 Nov 2021 0 repositories listed
• Graph Embedding with Hierarchical Attentive Membership
  31 Oct 2021 0 repositories listed
• Higher-Order Relations Skew Link Prediction in Graphs
  30 Oct 2021 0 repositories listed
• Love tHy Neighbour: Remeasuring Local Structural Node Similarity in Hypergraph-Derived Networks
  30 Oct 2021 0 repositories listed
• Barlow Graph Auto-Encoder for Unsupervised Network Embedding
  29 Oct 2021 0 repositories listed
• Deeper-GXX: Deepening Arbitrary GNNs
  26 Oct 2021 0 repositories listed
• Degree-Based Random Walk Approach for Graph Embedding
  21 Oct 2021 0 repositories listed
• Drug Re-positioning via Text Augmented Knowledge Graph Embeddings
  20 Oct 2021 0 repositories listed
• Why Settle for Just One? Extending EL++ Ontology Embeddings with Many-to-Many Relationships
  20 Oct 2021 0 repositories listed
• Graph Partner Neural Networks for Semi-Supervised Learning on Graphs
  18 Oct 2021 0 repositories listed
• Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding
  14 Oct 2021 0 repositories listed
• Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction
  8 Oct 2021 0 repositories listed
• Simplicial Convolutional Neural Networks
  6 Oct 2021 0 repositories listed
• Latent Network Embedding via Adversarial Auto-encoders
  30 Sep 2021 0 repositories listed
• A Deep Latent Space Model for Directed Graph Representation Learning
  29 Sep 2021 0 repositories listed
• End-to-End Learning of Probabilistic Hierarchies on Graphs
  29 Sep 2021 0 repositories listed
• Equivariant Heterogeneous Graph Networks
  29 Sep 2021 0 repositories listed
• Explainable Automatic Hypothesis Generation via High-order Graph Walks
  29 Sep 2021 0 repositories listed
• Explaining Knowledge Graph Embedding via Latent Rule Learning
  29 Sep 2021 0 repositories listed
• Few-shot graph link prediction with domain adaptation
  29 Sep 2021 0 repositories listed
• MULTI-LEVEL APPROACH TO ACCURATE AND SCALABLE HYPERGRAPH EMBEDDING
  29 Sep 2021 0 repositories listed
• Online graph nets
  29 Sep 2021 0 repositories listed
• Revisiting Virtual Nodes in Graph Neural Networks for Link Prediction
  29 Sep 2021 0 repositories listed
• Scalable Hierarchical Embeddings of Complex Networks
  29 Sep 2021 0 repositories listed
• ConTIG: Continuous Representation Learning on Temporal Interaction Graphs
  27 Sep 2021 0 repositories listed
• Updating Embeddings for Dynamic Knowledge Graphs
  22 Sep 2021 0 repositories listed
• mGNN: Generalizing the Graph Neural Networks to the Multilayer Case
  21 Sep 2021 0 repositories listed
• wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction
  21 Sep 2021 0 repositories listed
• Harnessing the Power of Ego Network Layers for Link Prediction in Online Social Networks
  19 Sep 2021 0 repositories listed
• Efficient Variational Graph Autoencoders for Unsupervised Cross-domain Prerequisite Chains
  17 Sep 2021 0 repositories listed
• r-GAT: Relational Graph Attention Network for Multi-Relational Graphs
  13 Sep 2021 0 repositories listed
• Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings
  9 Sep 2021 0 repositories listed
• QUINT: Node embedding using network hashing
  9 Sep 2021 0 repositories listed
• HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning
  7 Sep 2021 0 repositories listed
• Job Posting-Enriched Knowledge Graph for Skills-based Matching
  6 Sep 2021 0 repositories listed
• Discussion Structure Prediction Based on a Two-step Method
  1 Sep 2021 0 repositories listed
• Heterogeneous Graph Neural Network with Multi-view Representation Learning
  31 Aug 2021 0 repositories listed
• Integrating Transductive And Inductive Embeddings Improves Link Prediction Accuracy
  23 Aug 2021 0 repositories listed
• Temporal Network Embedding via Tensor Factorization
  22 Aug 2021 0 repositories listed
• Semi-supervised Network Embedding with Differentiable Deep Quantisation
  20 Aug 2021 0 repositories listed
• Unsupervised Domain-adaptive Hash for Networks
  20 Aug 2021 0 repositories listed
• RRLFSOR: An Efficient Self-Supervised Learning Strategy of Graph Convolutional Networks
  17 Aug 2021 0 repositories listed
• SPAN: Subgraph Prediction Attention Network for Dynamic Graphs
  17 Aug 2021 0 repositories listed
• Effective Model Integration Algorithm for Improving Link and Sign Prediction in Complex Networks
  3 Aug 2021 0 repositories listed
• Learning Faithful Representations of Causal Graphs
  1 Aug 2021 0 repositories listed
• Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning
  26 Jul 2021 0 repositories listed
• Graph Representation Learning on Tissue-Specific Multi-Omics
  25 Jul 2021 0 repositories listed
• Data Considerations in Graph Representation Learning for Supply Chain Networks
  22 Jul 2021 0 repositories listed
• Technical Report of Team GraphMIRAcles in the WikiKG90M-LSC Track of OGB-LSC @ KDD Cup 2021
  12 Jul 2021 0 repositories listed
• PatentMiner: Patent Vacancy Mining via Context-enhanced and Knowledge-guided Graph Attention
  10 Jul 2021 0 repositories listed
• Automated Graph Learning via Population Based Self-Tuning GCN
  9 Jul 2021 0 repositories listed
• Adversarial Robustness of Probabilistic Network Embedding for Link Prediction
  5 Jul 2021 0 repositories listed
• Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective
  3 Jul 2021 0 repositories listed
• Trans4E: Link Prediction on Scholarly Knowledge Graphs
  3 Jul 2021 0 repositories listed
• Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition
  30 Jun 2021 0 repositories listed
• Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs
  29 Jun 2021 0 repositories listed
• KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods
  27 Jun 2021 0 repositories listed
• Behavioral Testing of Knowledge Graph Embedding Models for Link Prediction
  22 Jun 2021 0 repositories listed
• Large-Scale Network Embedding in Apache Spark
  20 Jun 2021 0 repositories listed
• Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path
  18 Jun 2021 0 repositories listed
• Pseudo-Euclidean Attract-Repel Embeddings for Undirected Graphs
  17 Jun 2021 0 repositories listed
• CoANE: Modeling Context Co-occurrence for Attributed Network Embedding
  17 Jun 2021 0 repositories listed
• Directed Graph Embeddings in Pseudo-Riemannian Manifolds
  16 Jun 2021 0 repositories listed
• Node Classification Meets Link Prediction on Knowledge Graphs
  14 Jun 2021 0 repositories listed
• AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange
  10 Jun 2021 0 repositories listed
• Vertex-Centric Visual Programming for Graph Neural Networks
  9 Jun 2021 0 repositories listed