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link prediction

620 papers

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Also known as

LP

Co-occurring keywords

graph neural network (3945) knowledge graph embedding (300) knowledge graph (1795) knowledge graph completion (236) node classification (480) representation learning (6174) graph embedding (348) entity embedding (160) temporal knowledge graph (128) network embedding (111)

Papers

Deep Context: A Neural Language Model for Large-scale Networked Documents IJCAI 2017
Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach IJCAI 2017
On the Model Shrinkage Effect of Gamma Process Edge Partition Models NIPS 2017
Analogical Inference for Multi-relational Embeddings ICML 2017
CANE: Context-Aware Network Embedding for Relation Modeling ACL 2017
Deep Generative Models for Relational Data with Side Information ICML 2017
Context-aware Path Ranking for Knowledge Base Completion IJCAI 2017
Knowledge Graph Representation with Jointly Structural and Textual Encoding IJCAI 2017
Effective Representing of Information Network by Variational Autoencoder IJCAI 2017
On the Equivalence of Holographic and Complex Embeddings for Link Prediction ACL 2017
Higher-Order Factorization Machines NIPS 2016
Knowledge-Driven Event Embedding for Stock Prediction COLING 2016
Topic-Based Embeddings for Learning from Large Knowledge Graphs AISTATS 2016
Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016
Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels JMLR 2016
Complex Embeddings for Simple Link Prediction ICML 2016
Towards Time-Aware Knowledge Graph Completion COLING 2016
On Graph Reconstruction via Empirical Risk Minimization: Fast Learning Rates and Scalability NIPS 2016
Nonparametric Network Models for Link Prediction JMLR 2016
Preferential Attachment in Graphs with Affinities AISTATS 2015
The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NIPS 2015
Halting in Random Walk Kernels NIPS 2015
Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction AISTATS 2015
PU Learning for Matrix Completion ICML 2015
Metadata Dependent Mondrian Processes ICML 2015