Quaternion Knowledge Graph Embeddings

23 April 2019

Qi Liu

Papers citing "Quaternion Knowledge Graph Embeddings"

25 / 25 papers shown

Title
Is Architectural Complexity Overrated? Competitive and Interpretable Knowledge Graph Completion with RelatE Abhijit Chakraborty Chahana Dahal Ashutosh Balasubramaniam Tejas Anvekar Vivek Gupta 10 0 0 25 May 2025
Diffusion-based Hierarchical Negative Sampling for Multimodal Knowledge Graph Completion Guanglin Niu Xiaowei Zhang 52 0 0 28 Jan 2025
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 35 1 0 11 Nov 2024
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion Sharmishtha Dutta Alex Gittens Mohammed J Zaki Charu C. Aggarwal 42 0 0 01 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 96 3 0 01 Jul 2024
Knowledge Embedding Based Graph Convolutional Network Donghan Yu Yiming Yang Ruohong Zhang Yuexin Wu GNN 51 11 0 12 Jun 2020
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 59 2,108 0 26 Feb 2019
Quaternion Convolutional Neural Networks for Heterogeneous Image Processing Titouan Parcollet Mohamed Morchid G. Linarès 151 93 0 31 Oct 2018
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network Kai Wang Yu Liu Xiujuan Xu Dan Lin GNN 76 18 0 11 Aug 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition Titouan Parcollet Yanzhe Zhang Mohamed Morchid C. Trabelsi G. Linarès R. Mori Yoshua Bengio 24 98 0 20 Jun 2018
Canonical Tensor Decomposition for Knowledge Base Completion Timothée Lacroix Nicolas Usunier G. Obozinski 47 384 0 19 Jun 2018
Quaternion Recurrent Neural Networks Titouan Parcollet Mirco Ravanelli Mohamed Morchid G. Linarès C. Trabelsi R. Mori Yoshua Bengio 16 130 0 12 Jun 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 58 710 0 13 Feb 2018
Deep Quaternion Networks Chase J. Gaudet Anthony Maida 36 162 0 13 Dec 2017
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 53 703 0 06 Dec 2017
TorusE: Knowledge Graph Embedding on a Lie Group Takuma Ebisu R. Ichise 31 206 0 15 Nov 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 148 2,591 0 05 Jul 2017
Complex and Holographic Embeddings of Knowledge Graphs: A Comparison Théo Trouillon Maximilian Nickel 37 40 0 05 Jul 2017
Knowledge Base Completion: Baselines Strike Back Rudolf Kadlec Ondrej Bajgar Jan Kleindienst 40 188 0 30 May 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 130 4,772 0 17 Mar 2017
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 60 2,955 0 20 Jun 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 30 1,195 0 16 Oct 2015
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 51 280 0 24 Apr 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 146 18,534 0 06 Feb 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 64 3,174 0 20 Dec 2014