A Review of Relational Machine Learning for Knowledge Graphs

2 March 2015

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

50 / 475 papers shown

Title
gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus Yanzeng Li Lei Zou 41 5 0 20 Aug 2022
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion Mojtaba Moattari S. Vahdati F. Zulkernine 21 0 0 15 Aug 2022
Path-aware Siamese Graph Neural Network for Link Prediction Jingsong Lv Zhao Li Hongyang Chen Yao Qi Chunqi Wu 37 3 0 10 Aug 2022
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces M. Nayyeri Zihao Wang Mst. Mahfuja Akter Mirza Mohtashim Alam Md. Rony Jens Lehmann Steffen Staab 23 6 0 04 Aug 2022
Neuro-symbolic computing with spiking neural networks Dominik Dold J. Garrido Victor Caceres Chian Marcel Hildebrandt Thomas Runkler NAI 34 5 0 04 Aug 2022
Link Prediction on Heterophilic Graphs via Disentangled Representation Learning Shijie Zhou Zhimeng Guo Charu C. Aggarwal Xiang Zhang Suhang Wang 28 15 0 03 Aug 2022
Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 24 5 0 18 Jul 2022
Equivariant Hypergraph Diffusion Neural Operators Peihao Wang Shenghao Yang Yunyu Liu Zhangyang Wang Pan Li DiffM 43 33 0 14 Jul 2022
Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture Search Xu Wang Huan Zhao Lanning Wei Quanming Yao AI4CE GNN 15 3 0 13 Jul 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
Healthcare Knowledge Graph Construction: State-of-the-art, open issues, and opportunities Bilal Abu-Salih Muhammad Al-Qurishi Mohammed Alweshah M. Al-Smadi Reem Alfayez Heba Saadeh 45 2 0 08 Jul 2022
Disentangled Action Recognition with Knowledge Bases Zhekun Luo Shalini Ghosh Devin Guillory Keizo Kato Trevor Darrell Huijuan Xu 21 7 0 04 Jul 2022
Collaboration-Aware Graph Convolutional Network for Recommender Systems Yu-Chiang Frank Wang Yuying Zhao Yi Zhang Tyler Derr GNN 42 61 0 03 Jul 2022
A Representation Learning Framework for Property Graphs Yifan Hou Hongzhi Chen Changji Li James Cheng Ming Yang AI4TS 17 35 0 27 Jun 2022
Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction Yangyi Hu Xiyuan Wang Zhouchen Lin Pan Li Muhan Zhang 25 7 0 20 Jun 2022
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs Vítor Lourencco A. Paes AI4TS 22 6 0 07 Jun 2022
DynaMaR: Dynamic Prompt with Mask Token Representation Xiaodi Sun Sunny Rajagopalan Priyank Nigam Weiyi Lu Yi Xu Belinda Zeng Trishul Chilimbi 25 1 0 07 Jun 2022
Good Intentions: Adaptive Parameter Management via Intent Signaling Alexander Renz-Wieland Andreas Kieslinger R. Gericke Rainer Gemulla Zoi Kaoudi Volker Markl 19 1 0 01 Jun 2022
Conformal Credal Self-Supervised Learning Julian Lienen Caglar Demir Eyke Hüllermeier 29 13 0 30 May 2022
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs Yangze Zhou Gitta Kutyniok Bruno Ribeiro OODD AI4CE 85 37 0 30 May 2022
Relational representation learning with spike trains Dominik Dold 18 4 0 18 May 2022
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction Tara Safavi Doug Downey Tom Hope 32 6 0 16 May 2022
Neural-Symbolic Models for Logical Queries on Knowledge Graphs Zhaocheng Zhu Mikhail Galkin Zuobai Zhang Jian Tang NAI 14 78 0 16 May 2022
Kronecker Decomposition for Knowledge Graph Embeddings Caglar Demir Julian Lienen A. N. Ngomo 29 3 0 13 May 2022
Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization Quanming Yao Yaqing Wang Bo Han James T. Kwok 26 2 0 06 May 2022
pyRDF2Vec: A Python Implementation and Extension of RDF2Vec Gilles Vandewiele Bram Steenwinckel Terencio Agozzino F. Ongenae 29 21 0 04 May 2022
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions A. Daruna Devleena Das Sonia Chernova 38 9 0 04 May 2022
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion Huda Hakami Mona Hakami Angrosh Mandya Danushka Bollegala 16 0 0 27 Apr 2022
Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction Pengpeng Shao Tong Liu Feihu Che Dawei Zhang Jianhua Tao 17 7 0 26 Apr 2022
DAME: Domain Adaptation for Matching Entities M. Trabelsi J. Heflin Jin Cao 20 11 0 20 Apr 2022
Optimal quadratic binding for relational reasoning in vector symbolic neural architectures Naoki Hiratani H. Sompolinsky 33 5 0 14 Apr 2022
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction Saadullah Amin Pasquale Minervini David Chang Pontus Stenetorp G. Neumann 41 3 0 10 Apr 2022
A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs Charles Tapley Hoyt M. Berrendorf Mikhail Galkin Volker Tresp Benjamin M. Gyori 34 20 0 14 Mar 2022
Can I see an Example? Active Learning the Long Tail of Attributes and Relations Tyler L. Hayes Maximilian Nickel Christopher Kanan Ludovic Denoyer Arthur Szlam VLM 27 3 0 11 Mar 2022
Concept Graph Neural Networks for Surgical Video Understanding Yutong Ban J. Eckhoff Thomas M. Ward Daniel A. Hashimoto O. Meireles Daniela Rus Guy Rosman NAI 27 17 0 27 Feb 2022
A Variational Edge Partition Model for Supervised Graph Representation Learning Yingying He Chaojie Wang Hao Zhang Bo Chen Mingyuan Zhou 21 5 0 07 Feb 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 33 23 0 27 Jan 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
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing Philipp Haindl Georg Buchgeher Dr. Maqbool Khan Bernhard Moser 18 13 0 13 Jan 2022
Stay Positive: Knowledge Graph Embedding Without Negative Sampling Ainaz Hajimoradlou Seyed Mehran Kazemi 25 9 0 07 Jan 2022
An Inference Approach To Question Answering Over Knowledge Graphs Aayushee Gupta K. Annervaz Ambedkar Dukkipati Shubhashis Sengupta 22 0 0 21 Dec 2021
Scheduling Servers with Stochastic Bilinear Rewards Jung-hun Kim Milan Vojnović 22 2 0 13 Dec 2021
An original model for multi-target learning of logical rules for knowledge graph reasoning Yuliang Wei Haotian Li Guodong Xin Yao Wang Bailing Wang 23 0 0 12 Dec 2021
A systematic approach to random data augmentation on graph neural networks Billy Joe Franks Markus Anders Marius Kloft Pascal Schweitzer OOD AAML 16 0 0 08 Dec 2021
Narrative Cartography with Knowledge Graphs Gengchen Mai Weiming Huang Ling Cai Rui Zhu Ni Lao 16 21 0 02 Dec 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
DAGSurv: Directed Acyclic Graph Based Survival Analysis Using Deep Neural Networks Anshujit Sharma Rahul Kukreja Ranjitha Prasad Shilpa Rao CML 12 0 0 02 Nov 2021
A Probabilistic Framework for Knowledge Graph Data Augmentation Jatin Chauhan Priyanshu Gupta Pasquale Minervini 24 4 0 25 Oct 2021
Pre and Post Counting for Scalable Statistical-Relational Model Discovery Richard Mar Oliver Schulte 11 0 0 19 Oct 2021
A Survey on State-of-the-art Techniques for Knowledge Graphs Construction and Challenges ahead Ali Hur N. Janjua Mohiuddin Ahmed 23 28 0 15 Oct 2021