Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning Yang Liu Zequn Sun Guang-pu Li Wei Hu 29 19 0 21 Aug 2022
GreenKGC: A Lightweight Knowledge Graph Completion Method Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 55 15 0 19 Aug 2022
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion Zhaoxuan Tan Zilong Chen Shangbin Feng Qingyue Zhang Qinghua Zheng Jundong Li Minnan Luo 34 36 0 16 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
KG-NSF: Knowledge Graph Completion with a Negative-Sample-Free Approach A.B. Bahaj Safae Lhazmir Mounir Ghogho 19 1 0 29 Jul 2022
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions Russa Biswas Jan Portisch Heiko Paulheim Harald Sack Mehwish Alam 21 5 0 28 Jul 2022
Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs Xiaohan Xu Peng Zhang Yongquan He Chengpeng Chao Chaoyang Yan 31 58 0 28 Jul 2022
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications Xingbo Fu Binchi Zhang Yushun Dong Chen Chen Jundong Li FedML OOD AI4CE 49 35 0 24 Jul 2022
$$μ\text{KG}$: A Library for Multi-source Knowledge Graph Embeddings and Applications$ $μ\text{KG}$ : A Library for Multi-source Knowledge Graph Embeddings and Applications Xin Luo Zequn Sun Wei Hu 23 6 0 23 Jul 2022
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs Christian Frey Matthias Schubert 24 0 0 22 Jul 2022
DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing Haoran Luo E. Haihong Ling Tan Gengxian Zhou Tianyu Yao Kaiyang Wan 40 10 0 18 Jul 2022
Explainable Sparse Knowledge Graph Completion via High-order Graph Reasoning Network Weijia Chen Yixin Cao Fuli Feng Xiangnan He Yongdong Zhang 13 2 0 14 Jul 2022
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings Jan Portisch Heiko Paulheim 24 7 0 13 Jul 2022
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations Xiou Ge Yun Cheng Wang Bin Wang C.-C. Jay Kuo 17 11 0 12 Jul 2022
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings Adrian Kochsiek Fritz Niesel Rainer Gemulla 28 3 0 11 Jul 2022
VEM $^2$ L: A Plug-and-play Framework for Fusing Text and Structure Knowledge on Sparse Knowledge Graph Completion Tao He Ming Liu Haichao Zhu Tianwen Jiang Zihao Zheng Jingrun Zhang Sendong Zhao Bing Qin 22 1 0 04 Jul 2022
Assessing the Effects of Hyperparameters on Knowledge Graph Embedding Quality Oliver Lloyd Yi Liu T. Gaunt 49 6 0 01 Jul 2022
ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion Min-Sung Kim Seungjun Baek 33 3 0 29 Jun 2022
Geometry Interaction Knowledge Graph Embeddings Zongsheng Cao Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 35 59 0 24 Jun 2022
ER: Equivariance Regularizer for Knowledge Graph Completion Zongsheng Cao Qianqian Xu Zhiyong Yang Qingming Huang 37 11 0 24 Jun 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning Hidetaka Kamigaito Katsuhiko Hayashi 20 25 0 21 Jun 2022
Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities Xueliang Wang Jiajun Chen Feng Wu Jie Wang 22 2 0 16 Jun 2022
Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus Yue Wang Yao Wan Lu Bai Lixin Cui Zhuo Xu Ming Li Philip S. Yu Edwin R. Hancock 16 3 0 15 Jun 2022
A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks Mehrdad Khatir Nurendra Choudhary Sutanay Choudhury Khushbu Agarwal Chandan K. Reddy 29 4 0 09 Jun 2022
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion Aleksandar Pavlović Emanuel Sallinger 12 16 0 08 Jun 2022
Towards Scalable Hyperbolic Neural Networks using Taylor Series Approximations Nurendra Choudhary Chandan K. Reddy 30 5 0 07 Jun 2022
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs Vítor Lourencco A. Paes AI4TS 30 6 0 07 Jun 2022
Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding Yichen Liu C. Wang Defang Chen Zhehui Zhou Yan Feng Chun-Yen Chen 24 0 0 07 Jun 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 33 36 0 07 Jun 2022
A knowledge graph representation learning approach to predict novel kinase-substrate interactions Sachin Gavali K. Ross Chuming Chen Julie E. Cowart Cathy H. Wu 11 3 0 05 Jun 2022
On the Effectiveness of Knowledge Graph Embeddings: a Rule Mining Approach Johanna Josang Ricardo Guimarães Ana Ozaki 14 0 0 02 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
AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning Yongqi Zhang Zhanke Zhou Quanming Yao Xiaowen Chu Bo Han 25 44 0 30 May 2022
TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature Cuiying Huo Di Jin Chundong Liang Dongxiao He Tie Qiu Lingfei Wu 39 13 0 25 May 2022
Relphormer: Relational Graph Transformer for Knowledge Graph Representations Zhen Bi Shuyang Cheng Jing Chen Xiaozhuan Liang Feiyu Xiong Ningyu Zhang 40 37 0 22 May 2022
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? Juanhui Li Harry Shomer Jiayu Ding Yiqi Wang Yao Ma Neil Shah Jiliang Tang Dawei Yin 45 12 0 21 May 2022
KGNN: Distributed Framework for Graph Neural Knowledge Representation Binbin Hu Zhiyang Hu Qing Cui Jun Zhou Chuan Shi GNN 12 3 0 17 May 2022
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction Tara Safavi Doug Downey Tom Hope 32 6 0 16 May 2022
Kronecker Decomposition for Knowledge Graph Embeddings Caglar Demir Julian Lienen A. N. Ngomo 29 3 0 13 May 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning Huijuan Wang Siming Dai Weiyue Su Hui Zhong Zeyang Fang Zhengjie Huang Shi Feng Zeyu Chen Yu Sun Dianhai Yu 32 16 0 13 May 2022
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning Shengyao Lu Bang Liu Keith G. Mills Shangling Jui Di Niu AI4TS 21 8 0 13 May 2022
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective Ying Zhou Xuanang Chen Xianpei Han Zheng Ye Le Sun 36 11 0 09 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering Rongxiang Weng Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Jun Huang Ming Gao RALM 39 16 0 06 May 2022
Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization Quanming Yao Yaqing Wang Bo Han James T. Kwok 29 2 0 06 May 2022
KGTuner: Efficient Hyper-parameter Search for Knowledge Graph Learning Yongqi Zhang Zhanke Zhou Quanming Yao Yong Li 8 13 0 05 May 2022
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion Zhenwei Tang Shichao Pei Zhao Zhang Yongchun Zhu Fuzhen Zhuang Robert Hoehndorf Xiangliang Zhang 17 32 0 02 May 2022
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning Linlin Chao Xiexiong Lin Taifeng Wang Wei Chu 15 7 0 29 Apr 2022
Hyperbolic Hierarchical Knowledge Graph Embeddings for Link Prediction in Low Dimensions Wenjie Zheng Wenxue Wang Shu Zhao Fulan Qian 36 3 0 28 Apr 2022
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings Jiaxin Bai Zihao Wang Hongming Zhang Yangqiu Song 13 37 0 27 Apr 2022