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Papers
Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning
AAAI 2025
Rule-Guided Reinforcement Learning Policy Evaluation and Improvement
IJCAI 2025
PyClause - Simple and Efficient Rule Handling for Knowledge Graphs
IJCAI 2024
Document-level Relationship Extraction by Bidirectional Constraints of Beta Rules
EMNLP 2023
LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs
EMNLP 2023
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning
ICLR 2023
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning
ICLR 2022
Ruleformer: Context-aware Rule Mining over Knowledge Graph
COLING 2022
A Rule Mining-based Advanced Persistent Threats Detection System
IJCAI 2021
What’s in the Box? Exploring the Inner Life of Neural Networks with Robust Rules
ICML 2021
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
NeurIPS 2019
Explicit Bias Discovery in Visual Question Answering Models
CVPR 2019
Completeness-aware Rule Learning from Knowledge Graphs
IJCAI 2018