DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs

31 October 2019

A. Sadeghian

Mohammadreza Armandpour

P. Ding

D. Wang

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Papers citing "DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs"

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Title
Knowledge Graph Completion with Relation-Aware Anchor Enhancement Duanyang Yuan Sihang Zhou Xiaoshu Chen Dong Wang K. Liang Xinwang Liu Jian Huang 35 0 0 08 Apr 2025
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts Haodi Ma Dzmitry Kasinets Daisy Zhe Wang 40 0 0 28 Jan 2025
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion Qiyuan He Jianfei Yu Wenya Wang LRM 31 0 0 03 Jan 2025
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Mingyang Chen Yin Hua Zhuo Chen Ziqi Liu Lei Liang H. Chen Wen Zhang AI4TS 24 0 0 11 Nov 2024
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion Sharmishtha Dutta Alex Gittens Mohammed J. Zaki Charu C. Aggarwal 30 0 0 01 Oct 2024
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion Wen Zhang Yajing Xu Peng Ye Zhiwei Huang Zezhong Xu Jiaoyan Chen Jeff Z. Pan Huajun Chen 29 1 0 26 Jun 2024
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Linghao Wang Ruifeng Shi Qianli Ma 41 1 0 21 Jun 2024
Predicting from a Different Perspective: A Re-ranking Model for Inductive Knowledge Graph Completion Yuki Iwamoto Ken Kameiwa 42 1 0 27 May 2024
Prompt-fused framework for Inductive Logical Query Answering Zezhong Xu Peng Ye Lei Liang Hua-zeng Chen Wen Zhang 25 1 0 19 Mar 2024
ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment Yang Luo Zhuo Chen Lingbing Guo Qian Li Wenxuan Zeng Zhixin Cai Jianxin Li 63 5 0 16 Feb 2024
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules Mohammad Hossein Khojasteh Najmeh Torabian Ali Farjami Saeid Hosseini B. Minaei-Bidgoli LRM 30 0 0 21 Oct 2023
Learning Reliable Logical Rules with SATNet Zhaoyu Li Jinpei Guo Yuhe Jiang Xujie Si LRM NAI 29 2 0 03 Oct 2023
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Haotian Li Lingzhi Wang Yuliang Wei Richard Y. D. Xu Bailing Wang Bailing Wang 53 2 0 26 Sep 2023
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects Jiapu Wang Boyue Wang M. Qiu Shirui Pan Bo Xiong ... Linhao Luo Tengfei Liu Yongli Hu Baocai Yin Wen Gao 38 19 0 04 Aug 2023
Do as I can, not as I get Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao 26 1 0 17 Jun 2023
On the Correspondence Between Monotonic Max-Sum GNNs and Datalog David Tena Cucala Bernardo Cuenca Grau B. Motik Egor V. Kostylev 27 8 0 29 May 2023
Message Intercommunication for Inductive Relation Reasoning K. Liang Lingyuan Meng Sihang Zhou Siwei Wang Wenxuan Tu Yue Liu Meng Liu Xinwang Liu LRM 35 13 0 23 May 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 31 12 0 14 Feb 2023
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs Xingyue Huang Miguel Romero .Ismail .Ilkan Ceylan Pablo Barceló 35 24 0 04 Feb 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs Mingyang Chen Wen Zhang Yuxia Geng Zezhong Xu Jeff Z. Pan Hua-zeng Chen 24 18 0 03 Feb 2023
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 28 13 0 19 Dec 2022
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 26 108 0 12 Dec 2022
A Noise-tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving Rongzhen Ye Tianqu Zhuang Hai Wan Jianfeng Du Weilin Luo Pingjia Liang 11 2 0 01 Dec 2022
Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction Jianfeng Wu Sijie Mai Haifeng Hu 21 0 0 22 Nov 2022
RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs Genet Asefa Gesese Harald Sack Mehwish Alam 33 22 0 21 Nov 2022
Instance-based Learning for Knowledge Base Completion Wanyun Cui Xingran Chen 24 7 0 13 Nov 2022
RulE: Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang Song-Chun Zhu Yitao Liang Muhan Zhang 15 2 0 24 Oct 2022
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu LRM 30 14 0 22 Aug 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 31 36 0 07 Jun 2022
Relphormer: Relational Graph Transformer for Knowledge Graph Representations Zhen Bi Shuyang Cheng Jing Chen Xiaozhuan Liang Zhiyu Li Ningyu Zhang 37 37 0 22 May 2022
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion Guanglin Niu Bo-wen Li Yongfei Zhang Shi Pu 33 43 0 25 Feb 2022
Rule Mining over Knowledge Graphs via Reinforcement Learning Lihan Chen Sihang Jiang Jingping Liu Chao Wang Shenmin Zhang Chenhao Xie Jiaqing Liang Yanghua Xiao Rui Song 38 19 0 21 Feb 2022
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 34 52 0 20 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 30 43 0 18 Dec 2021
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks Prithviraj Sen B. W. Carvalho Ryan Riegel Alexander G. Gray NAI AI4CE 83 54 0 06 Dec 2021
Perform Like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference Guanglin Niu Bo-wen Li Yongfei Zhang Shi Pu 30 4 0 02 Dec 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 26 5 0 15 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 21 20 0 06 Oct 2021
Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning Shuangjia Zheng Sijie Mai Ya Sun Haifeng Hu Yuedong Yang 30 21 0 26 Jul 2021
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs Mikhail Galkin E. Denis Jiapeng Wu William L. Hamilton OCL 28 86 0 23 Jun 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 33 300 0 13 Jun 2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability Xin Lv Yixin Cao Lei Hou Juan-Zi Li Zhiyuan Liu Yichi Zhang Zelin Dai LRM 23 19 0 14 Apr 2021
ChronoR: Rotation Based Temporal Knowledge Graph Embedding A. Sadeghian Mohammadreza Armandpour Anthony Colas D. Wang BDL 14 111 0 18 Mar 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 29 54 0 12 Mar 2021
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs Jiajun Chen Huarui He Feng Wu Jie Wang 21 130 0 05 Mar 2021
Communicative Message Passing for Inductive Relation Reasoning Sijie Mai Shuangjia Zheng Yuedong Yang Haifeng Hu LRM 31 101 0 16 Dec 2020
Modeling Content and Context with Deep Relational Learning Maria Leonor Pacheco Dan Goldwasser NAI 41 34 0 20 Oct 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 45 96 0 13 Jul 2020
Towards Learning Instantiated Logical Rules from Knowledge Graphs Yulong Gu Yushi Guan P. Missier AI4CE 6 13 0 13 Mar 2020
Inductive Relation Prediction by Subgraph Reasoning Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 29 388 0 16 Nov 2019