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link prediction

620 papers

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Also known as

LP

Co-occurring keywords

graph neural network (3945) knowledge graph embedding (300) knowledge graph (1795) knowledge graph completion (236) node classification (480) representation learning (6174) graph embedding (348) entity embedding (160) temporal knowledge graph (128) network embedding (111)

Papers

Inferring Degrees from Incomplete Networks and Nonlinear Dynamics IJCAI 2020
Motif-Preserving Temporal Network Embedding IJCAI 2020
When Do GNNs Work: Understanding and Improving Neighborhood Aggregation IJCAI 2020
Better AMR-To-Text Generation with Graph Structure Reconstruction IJCAI 2020
ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020
Relation Specific Transformations for Open World Knowledge Graph Completion COLING 2020
Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion IJCAI 2019
Unsupervised Embedding Enhancements of Knowledge Graphs using Textual Associations IJCAI 2019
MEGAN: A Generative Adversarial Network for Multi-View Network Embedding IJCAI 2019
LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion AAAI 2019
Relation Structure-Aware Heterogeneous Information Network Embedding AAAI 2019
Network Structure and Transfer Behaviors Embedding via Deep Prediction Model AAAI 2019
End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion AAAI 2019
TransGate: Knowledge Graph Embedding with Shared Gate Structure AAAI 2019
Robust Negative Sampling for Network Embedding AAAI 2019
On Completing Sparse Knowledge Base with Transitive Relation Embedding AAAI 2019
Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content AAAI 2019
Stochastic Blockmodels meet Graph Neural Networks ICML 2019
Graphite: Iterative Generative Modeling of Graphs ICML 2019
Augmenting and Tuning Knowledge Graph Embeddings UAI 2019
Relation Discovery with Out-of-Relation Knowledge Base as Supervision NAACL 2019
Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction NAACL 2019
Graph Pattern Entity Ranking Model for Knowledge Graph Completion NAACL 2019
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications NAACL 2019
Adaptive Convolution for Multi-Relational Learning NAACL 2019