link prediction

DeBayes: a Bayesian Method for Debiasing Network Embeddings ICML 2020 DGE: Deep Generative Network Embedding Based on Commonality and Individuality AAAI 2020 Differentiable Reasoning on Large Knowledge Bases and Natural Language AAAI 2020 Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NeurIPS 2020 Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020 Dynamic Embedding on Textual Networks via a Gaussian Process AAAI 2020 Effective Decoding in Graph Auto-Encoder Using Triadic Closure AAAI 2020 Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020 ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020 Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction EMNLP 2020 EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020 Exponential Family Graph Embeddings AAAI 2020 Faster Graph Embeddings via Coarsening ICML 2020 Gaussian Embedding of Linked Documents from a Pretrained Semantic Space IJCAI 2020 Graph-based Aspect Representation Learning for Entity Resolution COLING 2020 Graph Geometry Interaction Learning NeurIPS 2020 Graph Representation Learning via Ladder Gamma Variational Autoencoders AAAI 2020 Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL 2020 Inductive Link Prediction for Nodes Having Only Attribute Information IJCAI 2020 Inductive representation learning on temporal graphs ICLR 2020 Inferring Degrees from Incomplete Networks and Nonlinear Dynamics IJCAI 2020 InteractE: Improving Convolution-Based Knowledge Graph Embeddings by Increasing Feature Interactions AAAI 2020 JANE: Jointly Adversarial Network Embedding IJCAI 2020 KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction IJCAI 2020 Knowledge Graph Embedding Compression ACL 2020