link prediction

Robust Negative Sampling for Network Embedding AAAI 2019 RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space ICLR 2019 Scalable Deep Generative Relational Model with High-Order Node Dependence NeurIPS 2019 Stochastic Blockmodels meet Graph Neural Networks ICML 2019 Supervised User Ranking in Signed Social Networks AAAI 2019 Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning ICCV 2019 TransConv: Relationship Embedding in Social Networks AAAI 2019 TransGate: Knowledge Graph Embedding with Shared Gate Structure AAAI 2019 TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics IJCAI 2019 TuckER: Tensor Factorization for Knowledge Graph Completion EMNLP 2019 Unsupervised Embedding Enhancements of Knowledge Graphs using Textual Associations IJCAI 2019 Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets EMNLP 2019 Variational Graph Recurrent Neural Networks NeurIPS 2019 Accurate Text-Enhanced Knowledge Graph Representation Learning NAACL 2018 Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018 A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network NAACL 2018 ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018 Argumentative Link Prediction using Residual Networks and Multi-Objective Learning EMNLP 2018 Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases COLING 2018 Bootstrapping Entity Alignment with Knowledge Graph Embedding IJCAI 2018 Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018 Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking ICLR 2018 Differentiating Concepts and Instances for Knowledge Graph Embedding EMNLP 2018 Diffusion Maps for Textual Network Embedding NeurIPS 2018 Embedding Logical Queries on Knowledge Graphs NeurIPS 2018