link prediction

Towards Understanding and Reducing Graph Structural Noise for GNNs ICML 2023 TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy EMNLP 2023 USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network AAAI 2023 UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction NeurIPS 2023 An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022 A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract) AAAI 2022 Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022 Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes AISTATS 2022 BScNets: Block Simplicial Complex Neural Networks AAAI 2022 CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion ACL 2022 CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge ACL 2022 Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022 Constraint-based Multi-hop Question Answering with Knowledge Graph NAACL 2022 CrossWalk: Fairness-Enhanced Node Representation Learning AAAI 2022 Dangling-Aware Entity Alignment with Mixed High-Order Proximities NAACL 2022 Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective COLING 2022 Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process AAAI 2022 Directed Graph Auto-Encoders AAAI 2022 Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL 2022 Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022 End-to-End Learning of Probabilistic Hierarchies on Graphs ICLR 2022 Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks ICLR 2022 ER: Equivariance Regularizer for Knowledge Graph Completion AAAI 2022 Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs AAAI 2022 Geometry Interaction Knowledge Graph Embeddings AAAI 2022