- RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
- Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension
- Neural Variational Inference For Embedding Knowledge Graphs
- Weakly-supervised Knowledge Graph Alignment with Adversarial Learning
- RelWalk -- A Latent Variable Model Approach to Knowledge Graph Embedding
- Probabilistic Knowledge Graph Embeddings
- Rethinking Knowledge Graph Propagation for Zero-Shot Learning
- Knowledge Representation for Reinforcement Learning using General Value Functions