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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

Towards Understanding and Reducing Graph Structural Noise for GNNs ICML 2023
Temporal Graph Benchmark for Machine Learning on Temporal Graphs NIPS 2023
Fitting low-rank models on egocentrically sampled partial networks AISTATS 2023
Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings NIPS 2023
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding AAAI 2023
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction ACL 2023
Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs AAAI 2023
TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ACL 2023
USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network AAAI 2023
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction AAAI 2023
Compounding Geometric Operations for Knowledge Graph Completion ACL 2023
Knowledge Hypergraph Embedding Meets Relational Algebra JMLR 2023
Implications of sparsity and high triangle density for graph representation learning AISTATS 2023
Asymptotics of Network Embeddings Learned via Subsampling JMLR 2023
Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items AAAI 2023
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs NIPS 2023
How to Turn Your Knowledge Graph Embeddings into Generative Models NIPS 2023
Public Opinion Field Effect Fusion in Representation Learning for Trending Topics Diffusion NIPS 2023
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning IJCAI 2023
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs NIPS 2023
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning IJCAI 2023
Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach NIPS 2023
Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023
GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023
ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy NIPS 2023