- Iterative Entity Alignment via Joint Knowledge Embeddings
- Image-embodied Knowledge Representation Learning
- ProjE: Embedding Projection for Knowledge Graph Completion
- Knowledge Graph Completion via Complex Tensor Factorization
- A survey of embedding models of entities and relationships for knowledge graph completion
- Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence
- Open-World Knowledge Graph Completion
- Expeditious Generation of Knowledge Graph Embeddings
- A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization
- One-Shot Relational Learning for Knowledge Graphs
- Learning Sequence Encoders for Temporal Knowledge Graph Completion
- DSKG: A Deep Sequential Model for Knowledge Graph Completion
- Knowledge Representation Learning: A Quantitative Review
- TuckER: Tensor Factorization for Knowledge Graph Completion
- Binarized Knowledge Graph Embeddings
- Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
- Quaternion Knowledge Graph Embeddings
- Knowledge Hypergraphs: Prediction Beyond Binary Relations
- Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
- An Open-World Extension to Knowledge Graph Completion Models
- Diachronic Embedding for Temporal Knowledge Graph Completion
- KG-BERT: BERT for Knowledge Graph Completion
- Relation Adversarial Network for Low Resource Knowledge Graph Completion
- A Re-evaluation of Knowledge Graph Completion Methods
- Inductive Relation Prediction by Subgraph Reasoning
- Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
- Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs
- A Survey on Knowledge Graphs: Representation, Acquisition and Applications
- Entity Context and Relational Paths for Knowledge Graph Completion
- Towards Learning Instantiated Logical Rules from Knowledge Graphs
- Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study
- Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning
- Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion
- Connecting Embeddings for Knowledge Graph Entity Typing
- DensE: An Enhanced Non-Abelian Group Representation for Knowledge Graph Embedding
- Quaternion Knowledge Graph Embeddings