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Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 847 papers shown

Title
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning Shangfei Zheng Weiqing Wang Jianfeng Qu Hongzhi Yin Wei Chen Lei Zhao LRM 82 24 0 03 Sep 2022
Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction Yufeng Zhang Weiqing Wang Hongzhi Yin Pengpeng Zhao Wei Chen Lei Zhao Soochow University 55 15 0 03 Sep 2022
Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction Shuanglong Yao D. Pi Junfu Chen Yufei Liu Zhiyuan Wu GNN 40 0 0 03 Sep 2022
Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion Han Wu Jie Yin B. Rajaratnam Jianyuan Guo 150 10 0 02 Sep 2022
Learning Representations for Hyper-Relational Knowledge Graphs Harry Shomer Wei Jin Juanhui Li Yao Ma Jiliang Tang 61 20 0 30 Aug 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 70 64 0 24 Aug 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models Haris Widjaja Kiril Gashteovski Wiem Ben-Rim Pengfei Liu Christopher Malon Daniel Ruffinelli Carolin (Haas) Lawrence Graham Neubig 71 5 0 23 Aug 2022
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu LRM 89 16 0 22 Aug 2022
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision Alexander Kalinowski Yuan An 32 4 0 22 Aug 2022
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning Yang Liu Zequn Sun Guang-pu Li Wei Hu 82 21 0 21 Aug 2022
GreenKGC: A Lightweight Knowledge Graph Completion Method Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 111 18 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 71 39 0 16 Aug 2022
ProjB: An Improved Bilinear Biased ProjE model for Knowledge Graph Completion Mojtaba Moattari S. Vahdati F. Zulkernine 40 0 0 15 Aug 2022
KG-NSF: Knowledge Graph Completion with a Negative-Sample-Free Approach A.B. Bahaj Safae Lhazmir Mounir Ghogho 51 1 0 29 Jul 2022
Entity Type Prediction Leveraging Graph Walks and Entity Descriptions Russa Biswas Jan Portisch Heiko Paulheim Harald Sack Mehwish Alam 76 6 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 108 60 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 117 38 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 78 7 0 23 Jul 2022
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs Christian Frey Matthias Schubert 38 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 70 12 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 97 2 0 14 Jul 2022
The DLCC Node Classification Benchmark for Analyzing Knowledge Graph Embeddings Jan Portisch Heiko Paulheim 56 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 102 11 0 12 Jul 2022
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings Adrian Kochsiek Fritz Niesel Rainer Gemulla 52 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 65 1 0 04 Jul 2022
Assessing the Effects of Hyperparameters on Knowledge Graph Embedding Quality Oliver Lloyd Yi Liu T. Gaunt 78 7 0 01 Jul 2022
ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion Min-Sung Kim Seungjun Baek 95 3 0 29 Jun 2022
Geometry Interaction Knowledge Graph Embeddings Zongsheng Cao Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 80 62 0 24 Jun 2022
ER: Equivariance Regularizer for Knowledge Graph Completion Zongsheng Cao Qianqian Xu Zhiyong Yang Qingming Huang 78 12 0 24 Jun 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning Hidetaka Kamigaito Katsuhiko Hayashi 71 26 0 21 Jun 2022
Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities Xueliang Wang Jiajun Chen Feng Wu Jie Wang 41 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 54 4 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 64 4 0 09 Jun 2022
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion Aleksandar Pavlović Emanuel Sallinger 69 20 0 08 Jun 2022
Towards Scalable Hyperbolic Neural Networks using Taylor Series Approximations Nurendra Choudhary Chandan K. Reddy 41 5 0 07 Jun 2022
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs Vítor Lourencco A. Paes AI4TS 54 7 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 131 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 117 44 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 32 4 0 05 Jun 2022
On the Effectiveness of Knowledge Graph Embeddings: a Rule Mining Approach Johanna Josang Ricardo Guimarães Ana Ozaki 28 0 0 02 Jun 2022
Conformal Credal Self-Supervised Learning Julian Lienen Caglar Demir Eyke Hüllermeier 92 14 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 162 39 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 55 49 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 59 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 95 40 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 D. Yin 85 13 0 21 May 2022
KGNN: Distributed Framework for Graph Neural Knowledge Representation Binbin Hu Zhiyang Hu Qing Cui Jun Zhou Chuan Shi GNN 29 3 0 17 May 2022
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction Tara Safavi Doug Downey Tom Hope 79 7 0 16 May 2022
Kronecker Decomposition for Knowledge Graph Embeddings Caglar Demir Julian Lienen A. N. Ngomo 73 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 54 16 0 13 May 2022