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Papers
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning
IJCAI 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
EMNLP 2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning
EMNLP 2022
Stabilizing and Enhancing Link Prediction through Deepened Graph Auto-Encoders
IJCAI 2022
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion
ACL 2022
Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding
COLING 2022
TextGraphs 2022 Shared Task on Natural Language Premise Selection
COLING 2022
TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning
IJCAI 2022
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs
AAAI 2022
Towards Better Evaluation for Dynamic Link Prediction
NeurIPS 2022
TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction
EMNLP 2022
5* Knowledge Graph Embeddings with Projective Transformations
AAAI 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods
EMNLP 2021
Adversarial Permutation Guided Node Representations for Link Prediction
AAAI 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network
CVPR 2021
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders
AAAI 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
ACL 2021
A Semantic Filter Based on Relations for Knowledge Graph Completion
EMNLP 2021
A Systematic Investigation of KB-Text Embedding Alignment at Scale
ACL 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information
NeurIPS 2021
ChronoR: Rotation Based Temporal Knowledge Graph Embedding
AAAI 2021
Complex Query Answering with Neural Link Predictors
ICLR 2021
Conditional Link Prediction of Category-Implicit Keypoint Detection
WACV 2021
Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract)
AAAI 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines
ICCV 2021