Canonical Tensor Decomposition for Knowledge Base Completion

19 June 2018

Papers citing "Canonical Tensor Decomposition for Knowledge Base Completion"

50 / 67 papers shown

Title
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding Jiang Li Xiangdong Su Yeyun Gong 108 0 0 20 Feb 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 69 20 0 17 Jan 2025
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Mingyang Chen Yin Hua Zhuo Chen Ziqi Liu Lei Liang Huajun Chen Wen Zhang AI4TS 29 0 0 11 Nov 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 70 5 0 16 Feb 2024
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models J. Sardina John D. Kelleher Declan O’Sullivan 33 0 0 08 Feb 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings Victor Charpenay Steven Schockaert 25 1 0 29 Jan 2024
Data Scarcity in Recommendation Systems: A Survey Zefeng Chen Wensheng Gan Jiayang Wu Kaixia Hu Hong Lin 36 21 0 08 Dec 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 43 19 0 04 Aug 2023
How to Turn Your Knowledge Graph Embeddings into Generative Models Lorenzo Loconte Nicola Di Mauro Robert Peharz Antonio Vergari 33 16 0 25 May 2023
LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals Caglar Demir Michel Wiebesiek Renzhong Lu A. N. Ngomo Stefan Heindorf 24 3 0 28 Apr 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 43 35 0 26 Mar 2023
Knowledge Graph Completion based on Tensor Decomposition for Disease Gene Prediction Xinyan Wang Ting Jia Chong Wang Kuan Xu Zixin Shu Jian Yu Kuo Yang Xuezhong Zhou 28 2 0 18 Feb 2023
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models Cosimo Gregucci M. Nayyeri Daniel Hernández Steffen Staab 48 20 0 13 Feb 2023
A Pre-training Framework for Knowledge Graph Completion Kuan Xu Kuo Yang Hanyang Dong Xinyan Wang Jian Yu Xuezhong Zhou 18 0 0 06 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
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization Yushi Bai Xin Lv Juanzi Li Lei Hou 26 31 0 19 Dec 2022
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion A. Cattaneo Daniel Justus Harry Mellor Douglas Orr Jérôme Maloberti Ziqiang Liu Thorin Farnsworth Andrew Fitzgibbon Bla.zej Banaszewski Carlo Luschi 30 4 0 22 Nov 2022
Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients Adrianna Janik M. Torrente Luca Costabello V. Calvo B. Walsh ... E. D. Barco J. Bosch-Barrera E. Menasalvas Mohan Timilsina M. Provencio 14 6 0 17 Nov 2022
Instance-based Learning for Knowledge Base Completion Wanyun Cui Xingran Chen 24 7 0 13 Nov 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction Miao Peng Ben Liu Qianqian Xie Wenjie Xu Hua Wang Min Peng 26 11 0 10 Oct 2022
Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction Shuanglong Yao D. Pi Junfu Chen Yufei Liu Zhiyuan Wu GNN 21 0 0 03 Sep 2022
Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion Han Wu Jie Yin B. Rajaratnam Jianyuan Guo 24 8 0 02 Sep 2022
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion Mojtaba Moattari S. Vahdati F. Zulkernine 21 0 0 15 Aug 2022
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings Adrian Kochsiek Fritz Niesel Rainer Gemulla 25 3 0 11 Jul 2022
ER: Equivariance Regularizer for Knowledge Graph Completion Zongsheng Cao Qianqian Xu Zhiyong Yang Qingming Huang 37 11 0 24 Jun 2022
Ultrahyperbolic Knowledge Graph Embeddings Bo Xiong Shichao Zhu M. Nayyeri Chengjin Xu Shirui Pan Chuan Zhou Steffen Staab 24 31 0 01 Jun 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce Yincen Qu Ningyu Zhang Hui Chen Zelin Dai Zezhong Xu Chengming Wang Xiaoyu Wang Qianglin Chen Huajun Chen 37 6 0 22 May 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering V. Chekalina Anton Razzhigaev A. Sayapin Evgeny Frolov Alexander Panchenko 31 7 0 22 Apr 2022
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings Jie Wang Zhanqiu Zhang Zhihao Shi Jianyu Cai Shuiwang Ji Feng Wu 24 8 0 24 Mar 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 44 19 0 21 Feb 2022
STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation Jiayi Li Yujiu Yang 24 9 0 15 Feb 2022
When Do Flat Minima Optimizers Work? Jean Kaddour Linqing Liu Ricardo M. A. Silva Matt J. Kusner ODL 28 58 0 01 Feb 2022
Taxonomy Enrichment with Text and Graph Vector Representations Irina Nikishina M. Tikhomirov V. Logacheva Yuriy Nazarov Alexander Panchenko Natalia Loukachevitch 27 8 0 21 Jan 2022
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 34 52 0 20 Dec 2021
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning Zhao Zhang Fuzhen Zhuang Hengshu Zhu Chao Li Hui Xiong Qing He Yongjun Xu 42 12 0 11 Nov 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 21 19 0 04 Nov 2021
Discovering Supply Chain Links with Augmented Intelligence Achintya Gopal Chun-Han Chang 40 3 0 02 Nov 2021
ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhanqiu Zhang Jie Wang Jiajun Chen Shuiwang Ji Feng Wu 33 119 0 26 Oct 2021
Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices F. López Beatrice Pozzetti Steve J. Trettel Michael Strube Anna Wienhard 39 17 0 26 Oct 2021
A Probabilistic Framework for Knowledge Graph Data Augmentation Jatin Chauhan Priyanshu Gupta Pasquale Minervini 24 4 0 25 Oct 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 26 5 0 15 Oct 2021
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Yihong Chen Pasquale Minervini Sebastian Riedel Pontus Stenetorp 91 43 0 06 Oct 2021
BiQUE: Biquaternionic Embeddings of Knowledge Graphs Jia Guo Stanley Kok 187 29 0 29 Sep 2021
Context-aware Entity Typing in Knowledge Graphs Wei-Fan Pan Wei Wei Xian-Ling Mao 45 22 0 16 Sep 2021
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network Junkang Wu Wentao Shi Xuezhi Cao Jiawei Chen Wenqiang Lei Fuzheng Zhang Wei Wu Xiangnan He 24 66 0 22 Aug 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
ChronoR: Rotation Based Temporal Knowledge Graph Embedding A. Sadeghian Mohammadreza Armandpour Anthony Colas D. Wang BDL 26 111 0 18 Mar 2021
Switch Spaces: Learning Product Spaces with Sparse Gating Shuai Zhang Yi Tay Wenqi Jiang Da-Cheng Juan Ce Zhang 57 7 0 17 Feb 2021
Tucker decomposition-based Temporal Knowledge Graph Completion Pengpeng Shao Guohua Yang Dawei Zhang J. Tao Feihu Che Tong Liu 32 83 0 16 Nov 2020
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion Zhanqiu Zhang Jianyu Cai Jie Wang 17 56 0 11 Nov 2020