Graph Embeddings

Global Relation Embedding for Relation Extraction NAACL 2018 Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML 2018 Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018 LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018 MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation IJCAI 2018 Non-translational Alignment for Multi-relational Networks IJCAI 2018 Towards Understanding the Geometry of Knowledge Graph Embeddings ACL 2018 Twitter Geolocation using Knowledge-Based Methods EMNLP 2018 Watch Your Step: Learning Node Embeddings via Graph Attention NeurIPS 2018 Bayesian inference on random simple graphs with power law degree distributions ICML 2017 Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations EACL 2017 Iterative Entity Alignment via Joint Knowledge Embeddings IJCAI 2017 Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment IJCAI 2017 Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering IJCAI 2017 User Profile Preserving Social Network Embedding IJCAI 2017 Towards Time-Aware Knowledge Graph Completion COLING 2016 Human memory search as a random walk in a semantic network NeurIPS 2012 Learning the Dependency Structure of Latent Factors NeurIPS 2012 Link Prediction in Graphs with Autoregressive Features NeurIPS 2012 Recovering Networks from Distance Data ACML 2012 Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators NeurIPS 2011 Learning a Distance Metric from a Network NeurIPS 2011 Non-stationary continuous dynamic Bayesian networks NeurIPS 2009 Fast Prediction on a Tree NeurIPS 2008