Composition-based Multi-Relational Graph Convolutional Networks

8 November 2019

Papers citing "Composition-based Multi-Relational Graph Convolutional Networks"

46 / 46 papers shown

Title
Comparison of Metadata Representation Models for Knowledge Graph Embeddings S. Egami Kyoumoto Matsushita Takanori Ugai Ken Fukuda 105 0 0 25 Mar 2025
K-ON: Stacking Knowledge On the Head Layer of Large Language Model Lingbing Guo Yanzhe Zhang Zhongpu Bo Zhuo Chen Mengshu Sun Qing Cui Wen Zhang Ningyu Zhang 155 0 0 10 Feb 2025
A Semantic Partitioning Method for Large-Scale Training of Knowledge Graph Embeddings Yuhe Bai 76 1 0 08 Jan 2025
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation Qiao Qiao Yuepei Li Qing Wang Kang Zhou Qi Li 82 0 0 11 Nov 2024
UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction Zhiqiang Liu Yin Hua Yin Hua Zhuo Chen Ziqi Liu Lei Liang Ningyu Zhang Wen Zhang AI4TS 60 1 0 11 Nov 2024
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 407 2 0 02 Oct 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 123 3 0 01 Jul 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs Fei Teng Haoyang Li Shimin Di Lei Chen 106 3 0 24 May 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 92 1 0 17 May 2024
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model Yuxia Geng Jiaoyan Chen Yuhang Zeng Zhuo Chen Wen Zhang Jeff Z. Pan Yuxiang Wang Xiaoliang Xu 113 2 0 04 Dec 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 113 9 0 07 Oct 2023
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning Jing Zhu Xiang Song V. Ioannidis Danai Koutra Christos Faloutsos 107 15 0 25 Sep 2023
Knowledge Embedding Based Graph Convolutional Network Donghan Yu Yiming Yang Ruohong Zhang Yuexin Wu GNN 93 12 0 12 Jun 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 83 89 0 11 Jun 2020
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 86 168 0 10 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 65 341 0 01 Nov 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 226 4,339 0 06 Mar 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 105 2,134 0 26 Feb 2019
Dating Documents using Graph Convolution Networks Shikhar Vashishth S. Dasgupta Swayambhu Nath Ray Partha P. Talukdar GNN 47 49 0 01 Feb 2019
Confidence-based Graph Convolutional Networks for Semi-Supervised Learning Shikhar Vashishth Prateek Yadav Manik Bhandari Partha P. Talukdar GNN 57 40 0 24 Jan 2019
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information Shikhar Vashishth Rishabh Joshi Sai Suman Prayaga Chiranjib Bhattacharyya Partha P. Talukdar 73 229 0 11 Dec 2018
MT-CGCNN: Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction Soumya Sanyal J. Balachandran N. Yadati Abhishek Kumar Padmini Rajagopalan Suchismita Sanyal Partha P. Talukdar 51 49 0 14 Nov 2018
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion Mingmin Zhen Jinglu Wang Lei Zhou Jinbo Bi Tian Fang Long Quan GNN 61 592 0 11 Nov 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 240 7,653 0 01 Oct 2018
Hypernetwork Knowledge Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales GNN 65 183 0 21 Aug 2018
Graph-to-Sequence Learning using Gated Graph Neural Networks Daniel Beck Gholamreza Haffari Trevor Cohn GNN 69 324 0 26 Jun 2018
Dual-Primal Graph Convolutional Networks Federico Monti Oleksandr Shchur Aleksandar Bojchevski Or Litany Stephan Günnemann M. Bronstein GNN 74 79 0 03 Jun 2018
Lovasz Convolutional Networks Prateek Yadav M. Nimishakavi N. Yadati Shikhar Vashishth A. Rajkumar Partha P. Talukdar GNN 49 11 0 29 May 2018
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network Dai Quoc Nguyen T. Nguyen Dat Quoc Nguyen Dinh Q. Phung 3DV 75 703 0 06 Dec 2017
KBGAN: Adversarial Learning for Knowledge Graph Embeddings Liwei Cai William Yang Wang GAN 65 281 0 11 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 479 20,138 0 30 Oct 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 186 2,619 0 05 Jul 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 509 15,247 0 07 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 593 7,455 0 04 Apr 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 191 4,821 0 17 Mar 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 75 832 0 14 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 626 29,051 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 347 7,655 0 30 Jun 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,978 0 20 Jun 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 135 2,154 0 17 May 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 60 1,202 0 16 Oct 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 174 1,575 0 02 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 95 3,197 0 20 Dec 2014
Question Answering with Subgraph Embeddings Antoine Bordes S. Chopra Jason Weston RALM BDL GNN 88 713 0 14 Jun 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 220 4,876 0 21 Dec 2013