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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

Learning Faithful Representations of Causal Graphs ACL 2021
Differentially Private Link Prediction with Protected Connections AAAI 2021
Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction NIPS 2021
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning NIPS 2021
VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization NIPS 2021
INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding NIPS 2021
Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction IJCAI 2021
Layer-Assisted Neural Topic Modeling over Document Networks IJCAI 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors ACL 2021
GAEN: Graph Attention Evolving Networks IJCAI 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns ACL 2021
Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021
Conditional Link Prediction of Category-Implicit Keypoint Detection WACV 2021
Knowledge Graph Representation Learning using Ordinary Differential Equations EMNLP 2021
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding EACL 2021
DyGLIP: A Dynamic Graph Model With Link Prediction for Accurate Multi-Camera Multiple Object Tracking CVPR 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion ACL 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting EMNLP 2021
Low Resource Quadratic Forms for Knowledge Graph Embeddings EMNLP 2021
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings JMLR 2021
Hyperbolic graph embedding with enhanced semi-implicit variational inference. AISTATS 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion IJCNLP 2021
A Semantic Filter Based on Relations for Knowledge Graph Completion EMNLP 2021
Directed Graph Embeddings in Pseudo-Riemannian Manifolds ICML 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors IJCNLP 2021