link prediction

Joint Link Prediction and Network Alignment via Cross-graph Embedding IJCAI 2019 Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs ACL 2019 Learning Network Embedding with Community Structural Information IJCAI 2019 Learning to Update Knowledge Graphs by Reading News EMNLP 2019 LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion AAAI 2019 Linkage Based Face Clustering via Graph Convolution Network CVPR 2019 Low-Bit Quantization for Attributed Network Representation Learning IJCAI 2019 MEGAN: A Generative Adversarial Network for Multi-View Network Embedding IJCAI 2019 Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs EMNLP 2019 Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment EMNLP 2019 Multi-relational Poincaré Graph Embeddings NeurIPS 2019 Network-Specific Variational Auto-Encoder for Embedding in Attribute Networks IJCAI 2019 Network Structure and Transfer Behaviors Embedding via Deep Prediction Model AAAI 2019 Node Embedding over Temporal Graphs IJCAI 2019 On Completing Sparse Knowledge Base with Transitive Relation Embedding AAAI 2019 On Evaluating Embedding Models for Knowledge Base Completion ACL 2019 Position-aware Graph Neural Networks ICML 2019 Quaternion Knowledge Graph Embeddings NeurIPS 2019 Reasoning Over Paths via Knowledge Base Completion EMNLP 2019 Relation Discovery with Out-of-Relation Knowledge Base as Supervision NAACL 2019 Relation Embedding with Dihedral Group in Knowledge Graph ACL 2019 Relation Structure-Aware Heterogeneous Information Network Embedding AAAI 2019 Representation Learning with Ordered Relation Paths for Knowledge Graph Completion EMNLP 2019 Robust Embedding with Multi-Level Structures for Link Prediction IJCAI 2019 Robust Graph Embedding with Noisy Link Weights AISTATS 2019