RulE: Knowledge Graph Reasoning with Rule Embedding

24 October 2022

Papers citing "RulE: Knowledge Graph Reasoning with Rule Embedding"

28 / 28 papers shown

Title
Neural Compositional Rule Learning for Knowledge Graph Reasoning Kewei Cheng Nesreen Ahmed Yizhou Sun NAI 53 25 0 07 Mar 2023
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? Juanhui Li Harry Shomer Jiayu Ding Yiqi Wang Yao Ma Neil Shah Jiliang Tang Dawei Yin 68 13 0 21 May 2022
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 90 313 0 13 Jun 2021
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs Hongyu Ren J. Leskovec BDL 70 209 0 22 Oct 2020
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs Meng Qu Junkun Chen Louis-Pascal Xhonneux Yoshua Bengio Jian Tang NAI LRM AI4CE 71 170 0 08 Oct 2020
BoxE: A Box Embedding Model for Knowledge Base Completion Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz Tommaso Salvatori 65 179 0 13 Jul 2020
Principal Neighbourhood Aggregation for Graph Nets Gabriele Corso Luca Cavalleri Dominique Beaini Pietro Lio Petar Velickovic GNN 93 666 0 12 Apr 2020
Efficient Probabilistic Logic Reasoning with Graph Neural Networks Yuyu Zhang Xinshi Chen Yu’an Yang Arun Ramamurthy Yue Liu Yuan Qi Le Song AI4CE 119 111 0 29 Jan 2020
Inductive Relation Prediction by Subgraph Reasoning Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 70 393 0 16 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 116 837 0 08 Nov 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs A. Sadeghian Mohammadreza Armandpour P. Ding D. Wang 74 311 0 31 Oct 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 78 553 0 18 Jul 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 102 2,123 0 26 Feb 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 73 723 0 28 Jan 2019
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 82 608 0 04 Oct 2018
Ontology Reasoning with Deep Neural Networks Patrick Hohenecker Thomas Lukasiewicz NAI 46 81 0 24 Aug 2018
Improving Knowledge Graph Embedding Using Simple Constraints Boyang Ding Quan Wang Bin Wang Li Guo 87 133 0 07 May 2018
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems Hongwei Wang Fuzheng Zhang Jialin Wang Miao Zhao Wenjie Li Xing Xie Minyi Guo 76 1,042 0 09 Mar 2018
Knowledge Graph Embedding with Iterative Guidance from Soft Rules Shu Guo Quan Wang Lihong Wang Bin Wang Li Guo 60 218 0 30 Nov 2017
A Semantic Loss Function for Deep Learning with Symbolic Knowledge Jingyi Xu Zilu Zhang Tal Friedman Yitao Liang Guy Van den Broeck 82 449 0 29 Nov 2017
TensorLog: Deep Learning Meets Probabilistic DBs William W. Cohen Fan Yang Kathryn Mazaitis NAI 43 40 0 17 Jul 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 181 2,606 0 05 Jul 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 178 4,807 0 17 Mar 2017
Neuro-Symbolic Program Synthesis Emilio Parisotto Abdel-rahman Mohamed Rishabh Singh Lihong Li Dengyong Zhou Pushmeet Kohli NAI 106 322 0 06 Nov 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,967 0 20 Jun 2016
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 93 3,187 0 20 Dec 2014
Question Answering with Subgraph Embeddings Antoine Bordes S. Chopra Jason Weston RALM BDL GNN 80 713 0 14 Jun 2014
Probabilistic Similarity Logic Matthias Broecheler Lilyana Mihalkova Lise Getoor NAI 57 190 0 15 Mar 2012