A Review of Relational Machine Learning for Knowledge Graphs

2 March 2015

Papers citing "A Review of Relational Machine Learning for Knowledge Graphs"

50 / 474 papers shown

Title
Knowledge Graph Embedding: An Overview Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 44 20 0 21 Sep 2023
Temporal Smoothness Regularisers for Neural Link Predictors Manuel Dileo Pasquale Minervini Matteo Zignani S. Gaito 36 1 0 16 Sep 2023
Patient Clustering via Integrated Profiling of Clinical and Digital Data Dongjin Choi Andy Xiang Ozgur Ozturk Deep Shrestha Barry L. Drake Hamid Haidarian F. Javed Haesun Park 22 1 0 22 Aug 2023
Approximate Answering of Graph Queries Michael Cochez Dimitrios Alivanistos Erik Arakelyan M. Berrendorf Daniel Daza Mikhail Galkin Pasquale Minervini Mathias Niepert Hongyu Ren 44 1 0 12 Aug 2023
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction Ayan Chatterjee Robin Walters G. Menichetti Tina Eliassi-Rad AI4CE 32 2 0 17 Jul 2023
Neurosymbolic AI for Reasoning on Biomedical Knowledge Graphs L. Delong Ramon Fernández Mir Zonglin Ji Fiona Niamh Coulter Smith Jacques D. Fleuriot 41 1 0 17 Jul 2023
Digital Twins for Patient Care via Knowledge Graphs and Closed-Form Continuous-Time Liquid Neural Networks Logan Nye AI4CE 32 5 0 08 Jul 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling Devendra Singh Dhami Kristian Kersting NAI 34 6 0 03 Jul 2023
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning Yunxiang Zhang Xiaojun Wan AILaw LRM 43 6 0 21 Jun 2023
Dual Node and Edge Fairness-Aware Graph Partition Tingwei Liu Peizhao Li Hongfu Liu 26 0 0 16 Jun 2023
V-LoL: A Diagnostic Dataset for Visual Logical Learning Lukas Helff Wolfgang Stammer Hikaru Shindo Devendra Singh Dhami Kristian Kersting NAI 27 3 0 13 Jun 2023
BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge Graphs Daniel Daza Dimitrios Alivanistos Payal Mitra Thom Pijnenburg Michael Cochez Paul T. Groth 46 7 0 06 Jun 2023
Automating the Analysis of Institutional Design in International Agreements Anna Wróblewska Bartosz Pieliñski Karolina Seweryn Sylwia Sysko-Romañczuk Karol Saputa Aleksandra Wichrowska Hanna Schreiber 32 0 0 26 May 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
Self-Explainable Graph Neural Networks for Link Prediction Huaisheng Zhu Dongsheng Luo Xianfeng Tang Junjie Xu Hui Liu Suhang Wang 23 1 0 21 May 2023
Ripple Knowledge Graph Convolutional Networks For Recommendation Systems Chen Li Yang Cao Ye Zhu Debo Cheng Chengyuan Li Yasuhiko Morimoto GNN 35 12 0 02 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
Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick Xiyuan Wang Pan Li Muhan Zhang AI4CE 36 4 0 20 Apr 2023
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays Yi Xiong Jingsong Liu Kamilia Zaripova Sahand Sharifzadeh Matthias Keicher Nassir Navab MedIm 27 2 0 24 Mar 2023
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge Michelangelo Diligenti Francesco Giannini S. Fioravanti C. Graziani M. Falaschi G. Marra NAI AI4CE 30 2 0 23 Mar 2023
IMF: Interactive Multimodal Fusion Model for Link Prediction Xinhang Li Xiangyu Zhao Jiaxing Xu Yong Zhang Chunxiao Xing 32 41 0 20 Mar 2023
Learning Permutation-Invariant Embeddings for Description Logic Concepts Caglar Demir A. N. Ngomo 13 3 0 03 Mar 2023
Asymmetric Learning for Graph Neural Network based Link Prediction Kai-Lang Yao Wusuo Li 37 1 0 01 Mar 2023
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction Shichang Zhang Jiani Zhang Xiang Song Soji Adeshina Da Zheng Christos Faloutsos Yizhou Sun LRM 38 31 0 24 Feb 2023
Construction of Knowledge Graphs: State and Challenges Marvin Hofer Daniel Obraczka A. Saeedi Hanna Köpcke Erhard Rahm 28 32 0 22 Feb 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 37 12 0 14 Feb 2023
Aligning Robot and Human Representations Andreea Bobu Andi Peng Pulkit Agrawal Julie A. Shah Anca D. Dragan 53 10 0 03 Feb 2023
KG-Hub -- Building and Exchanging Biological Knowledge Graphs J. H. Caufield Timothy Putman Kevin Schaper Deepak R. Unni Harshad B. Hegde ... M. Haendel Peter N. Robinson marcin p. joachimiak Christopher J. Mungall Justin P Reese 26 19 0 31 Jan 2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering Erik Arakelyan Pasquale Minervini Daniel Daza Michael Cochez Isabelle Augenstein 16 13 0 29 Jan 2023
Sem@ $K$ : Is my knowledge graph embedding model semantic-aware? Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 26 8 0 13 Jan 2023
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules Yinyu Lan Shizhu He Kang Liu Jun Zhao 16 3 0 07 Jan 2023
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs Osman Ulger Julian Wiederer Mohsen Ghafoorian Vasileios Belagiannis Pascal Mettes 43 0 0 06 Dec 2022
Pseudo-Riemannian Embedding Models for Multi-Relational Graph Representations Saee Paliwal Angus Brayne Benedek Fabian Maciej Wiatrak Aaron Sim 23 0 0 02 Dec 2022
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia Lidong Bing Sharifah Mahani Aljunied Luo Si Soujanya Poria 32 14 0 18 Nov 2022
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform Huiru Xiao Xin Liu Yangqiu Song Ginny Wong Simon See 16 8 0 07 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 31 60 0 07 Nov 2022
KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction Jason Youn I. Tagkopoulos KELM 22 20 0 04 Nov 2022
How Stable is Knowledge Base Knowledge? Suhas Shrinivasan Simon Razniewski KELM 31 2 0 02 Nov 2022
A survey on the development status and application prospects of knowledge graph in smart grids Jian Wang Xi Wang Chaoqun Ma Lei Kou 33 74 0 02 Nov 2022
Looking Beyond IoCs: Automatically Extracting Attack Patterns from External CTI Md Tanvirul Alam Dipkamal Bhusal Youngja Park Nidhi Rastogi 22 41 0 01 Nov 2022
Knowledge-Enhanced Relation Extraction Dataset Yucong Lin Hongming Xiao Jianing Liu Zichao Lin Keming Lu Feifei Wang Wei Wei 33 0 0 19 Oct 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs Angelie Kraft Ricardo Usbeck KELM 37 9 0 07 Oct 2022
Clustering Semantic Predicates in the Open Research Knowledge Graph Omar Arab Oghli Jennifer D'Souza Sören Auer 59 1 0 05 Oct 2022
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction Zixiao Wang Yuluo Guo Jin Zhao Yu Zhang Hui Yu Xiaofei Liao Biao Wang Ting Yu DiffM GNN 29 6 0 04 Oct 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider Tim Schopf Juraj Vladika Mikhail Galkin Elena Simperl Florian Matthes 72 58 0 30 Sep 2022
A Survey on Knowledge Graph-based Methods for Automated Driving J. Luettin Sebastian Monka C. Henson Lavdim Halilaj 28 12 0 30 Sep 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 18 62 0 07 Sep 2022
Large Graph Signal Denoising with Application to Differential Privacy Elie Chedemail Basile de Loynes F. Navarro Baptiste Olivier 19 2 0 05 Sep 2022
Entity Graph Extraction from Legal Acts -- a Prototype for a Use Case in Policy Design Analysis Anna Wróblewska Bartosz Pieliñski Karolina Seweryn Karol Saputa Aleksandra Wichrowska Sylwia Sysko-Romañczuk Hanna Schreiber 19 0 0 02 Sep 2022
gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus Yanzeng Li Lei Zou 41 5 0 20 Aug 2022