Automated Cognate Detection as a Supervised Link Prediction Task with Cognate Transformer Feb 5, 2024 Link Prediction
Code Code Available 5 JNET: Learning User Representations via Joint Network Embedding and Topic Embedding Dec 1, 2019 Link Prediction Network Embedding
Code Code Available 5 Deep Insights into Noisy Pseudo Labeling on Graph Data Oct 2, 2023 Graph Learning Link Prediction
Code Code Available 5 DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks Oct 3, 2023 Computational Efficiency Link Prediction
Code Code Available 5 Deep Generative Models for Subgraph Prediction Aug 7, 2024 Bayesian Optimization Graph Learning
Code Code Available 5 MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning Jun 18, 2022 BIG-bench Machine Learning Graph Learning
Code Code Available 5 AutoGEL: An Automated Graph Neural Network with Explicit Link Information Dec 2, 2021 Graph Classification Graph Neural Network
Code Code Available 5 Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking Jul 12, 2017 Inductive Learning Link Prediction
Code Code Available 5 DeepFork: Supervised Prediction of Information Diffusion in GitHub Oct 17, 2019 BIG-bench Machine Learning Link Prediction
Code Code Available 5 Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Sep 19, 2022 Knowledge Graph Completion Knowledge Graphs
Code Code Available 5 Deepened Graph Auto-Encoders Help Stabilize and Enhance Link Prediction Mar 21, 2021 Benchmarking Clustering
Code Code Available 5 Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation May 9, 2018 Collaborative Filtering Explainable Recommendation
Code Code Available 5 Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach Aug 26, 2020 Graph Neural Network Information Retrieval
Code Code Available 5 Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs Aug 22, 2017 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available 5 Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations May 17, 2023 Knowledge Graph Completion Knowledge Graphs
Code Code Available 5 Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts May 6, 2019 Graph Embedding Link Prediction
Code Code Available 5 Decompressing Knowledge Graph Representations for Link Prediction Nov 11, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available 5 Adaptive Sequence Submodularity Feb 15, 2019 Decision Making Link Prediction
Code Code Available 5 Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding May 25, 2019 General Classification Language Modeling
Code Code Available 5 Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
Code Code Available 5 KBGAN: Adversarial Learning for Knowledge Graph Embeddings Nov 11, 2017 Graph Embedding Knowledge Base Completion
Code Code Available 5 Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy Tasks May 31, 2023 Graph Embedding Knowledge Graph Embedding
Code Code Available 5 Learning to Denoise Biomedical Knowledge Graph for Robust Molecular Interaction Prediction Dec 9, 2023 Denoising Drug Discovery
Code Code Available 5 DeBayes: a Bayesian Method for Debiasing Network Embeddings Feb 26, 2020 BIG-bench Machine Learning Decision Making
Code Code Available 5 Augmenting Knowledge Graphs for Better Link Prediction Mar 26, 2022 Graph Embedding Knowledge Graph Embedding
Code Code Available 5 Inter-domain Multi-relational Link Prediction Jun 11, 2021 Link Prediction Prediction
Code Code Available 5 Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex Apr 16, 2025 Link Prediction Node Classification
Code Code Available 5 Analogical Inference for Multi-Relational Embeddings May 6, 2017 Knowledge Graphs Link Prediction
Code Code Available 5 InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Nov 1, 2019 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available 5 On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods Feb 17, 2020 Entity Alignment Informativeness
Code Code Available 5 Influence-guided Data Augmentation for Neural Tensor Completion Aug 23, 2021 Data Augmentation Imputation
Code Code Available 5 Augmenting and Tuning Knowledge Graph Embeddings Jul 1, 2019 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available 5 Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces Aug 4, 2022 Graph Embedding Knowledge Graph Embedding
Code Code Available 5 Reliable Time Prediction in the Markov Stochastic Block Model Apr 9, 2020 Clustering Collaborative Filtering
Code Code Available 5 Inferring Networks of Substitutable and Complementary Products Jun 29, 2015 Link Prediction Recommendation Systems
Code Code Available 5 Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare Nov 29, 2024 Fairness Knowledge Graphs
Code Code Available 5 Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph Nov 25, 2020 Link Prediction
Code Code Available 5 CSGDN: Contrastive Signed Graph Diffusion Network for Predicting Crop Gene-phenotype Associations Oct 10, 2024 Contrastive Learning Link Prediction
Code Code Available 5 A metric on directed graphs and Markov chains based on hitting probabilities Jun 25, 2020 Dimensionality Reduction Link Prediction
Code Code Available 5 Attributed Network Embedding via Subspace Discovery Jan 14, 2019 Attribute Clustering
Code Code Available 5 Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences Oct 1, 2021 Link Prediction Node Classification
Code Code Available 5 Attributed Network Embedding for Incomplete Attributed Networks Nov 28, 2018 Attribute Link Prediction
Code Code Available 5 Cross-View Graph Consistency Learning for Invariant Graph Representations Nov 20, 2023 Attribute Data Augmentation
Code Code Available 5 Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning Mar 26, 2025 Inductive Link Prediction Knowledge Graphs
Code Code Available 5 Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees Sep 4, 2022 Attribute Link Prediction
Code Code Available 5 Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks Dec 16, 2023 Entity Embeddings Inductive Link Prediction
Code Code Available 5 Inductive Logical Query Answering in Knowledge Graphs Oct 13, 2022 Complex Query Answering Entity Embeddings
Code Code Available 5 Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem May 30, 2025 Citation Recommendation Link Prediction
Code Code Available 5 FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings Apr 6, 2019 Dynamic graph embedding Graph Embedding
Code Code Available 5 Incorporating Literals into Knowledge Graph Embeddings Feb 3, 2018 Entity Embeddings Knowledge Graph Embeddings
Code Code Available 5 