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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
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization Yushi Bai Xin Lv Juanzi Li Lei Hou 100 32 0 19 Dec 2022
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 60 4 0 17 Dec 2022
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence Jian Guo Saizhuo Wang L. Ni H. Shum AIFin 99 8 0 13 Dec 2022
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 134 127 0 12 Dec 2022
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition Peyman Baghershahi Reshad Hosseini H. Moradi GNN 79 4 0 11 Dec 2022
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion Pei Chen Wenlin Yao Hongming Zhang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen 69 2 0 06 Dec 2022
Pseudo-Riemannian Embedding Models for Multi-Relational Graph Representations Saee Paliwal Angus Brayne Benedek Fabian Maciej Wiatrak Aaron Sim 55 0 0 02 Dec 2022
Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu CLL KELM 71 26 0 29 Nov 2022
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data Minghao Xu Yuanfan Guo Yi Xu Jiangtao Tang Xinlei Chen Yuandong Tian GNN 70 6 0 23 Nov 2022
Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction Jianfeng Wu Sijie Mai Haifeng Hu 51 1 0 22 Nov 2022
RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs Genet Asefa Gesese Harald Sack Mehwish Alam 107 25 0 21 Nov 2022
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu Junjie Ou Hui Xu Luoyi Fu AI4TS 76 101 0 20 Nov 2022
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 164 86 0 19 Nov 2022
ReInform: Selecting paths with reinforcement learning for contextualized link prediction M. Speranskaya Sameh Methias Benjamin Roth KELM LRM 48 0 0 19 Nov 2022
Knowledge Graph Refinement based on Triplet BERT-Networks Armita Khajeh Nassiri Nathalie Pernelle Fatiha Saïs Gianluca Quercini 52 3 0 18 Nov 2022
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark Shubham Mittal Keshav Kolluru Soumen Chakrabarti Mausam 83 5 0 13 Nov 2022
Instance-based Learning for Knowledge Base Completion Wanyun Cui Xingran Chen 55 8 0 13 Nov 2022
DeepE: a deep neural network for knowledge graph embedding Zhu Danhao Shen Si Huang Shujian Yinhong Chang Ding Ziqi GNN 49 1 0 09 Nov 2022
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning Qian Li Shafiq Joty Daling Wang Shi Feng Yifei Zhang 21 4 0 08 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 108 75 0 07 Nov 2022
EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs Xiaobin Tian Zequn Sun Guang-pu Li Wei Hu 54 0 0 05 Nov 2022
KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction Jason Youn I. Tagkopoulos KELM 69 23 0 04 Nov 2022
Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence Shanqing Yu Yijun Wu Ran Gan Jiajun Zhou Ziwan Zheng Qi Xuan 121 1 0 02 Nov 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion Jianhao Shen Chenguang Wang Ye Yuan Jiawei Han Heng Ji Koushik Sen Ming Zhang Dawn Song KELM ALM VPVLM 95 8 0 25 Oct 2022
RulE: Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang Song-Chun Zhu Yitao Liang Muhan Zhang 114 7 0 24 Oct 2022
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding Sirui Li Kok Wai Wong Dengya Zhu C. Fung GNN 50 1 0 21 Oct 2022
Transformer-based Entity Typing in Knowledge Graphs Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 75 19 0 20 Oct 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning Zixuan Li Zhongni Hou Saiping Guan Xiaolong Jin W. Peng Long Bai Yajuan Lyu Wei Li Jiafeng Guo Xueqi Cheng 99 28 0 18 Oct 2022
Joint Multilingual Knowledge Graph Completion and Alignment Vinh Tong Dat Quoc Nguyen Trung Thanh Huynh T. Nguyen Nguyen Quoc Viet Hung Mathias Niepert 53 6 0 17 Oct 2022
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths Xiangqing Shen Siwei Wu Rui Xia 79 13 0 14 Oct 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Ying Su Zihao Wang Tianqing Fang Hongming Zhang Yangqiu Song Tong Zhang 65 15 0 14 Oct 2022
Using Graph Algorithms to Pretrain Graph Completion Transformers Jonathan Pilault Mikhail Galkin Bahare Fatemi Perouz Taslakian David Vasquez C. Pal 58 0 0 14 Oct 2022
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding Sang-hyun Je 52 5 0 12 Oct 2022
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension Xin Lv Yankai Lin Zijun Yao Kaisheng Zeng Jiajie Zhang Lei Hou Juanzi Li RALM 59 0 0 12 Oct 2022
Relational Message Passing for Fully Inductive Knowledge Graph Completion Yuxia Geng Jiaoyan Chen Jeff Z. Pan Yin Hua Song Jiang Wen Zhang Hua-zeng Chen 134 37 0 08 Oct 2022
Green Learning: Introduction, Examples and Outlook C.-C. Jay Kuo A. Madni 133 73 0 03 Oct 2022
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings Xin Xie Zhoubo Li Xiaohan Wang Feiyu Xiong Ningyu Zhang 113 11 0 01 Oct 2022
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction Hung Nghiep Tran Atsuhiro Takasu 79 17 0 30 Sep 2022
Spatio-Temporal Relation Learning for Video Anomaly Detection Hui Lv Zhen Cui Biao Wang Jian Yang 41 3 0 27 Sep 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption Haotong Yang Zhouchen Lin Muhan Zhang 128 10 0 19 Sep 2022
Neural-Symbolic Entangled Framework for Complex Query Answering Zezhong Xu Wen Zhang Peng Ye Hui Chen Hua-zeng Chen 52 26 0 19 Sep 2022
Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs Saurav Manchanda 41 1 0 19 Sep 2022
Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs Roshni G. Iyer Yunsheng Bai Wei Wang Yizhou Sun 103 19 0 19 Sep 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen Chenguang Wang Linyuan Gong Dawn Song 119 32 0 19 Sep 2022
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors Long Yu Zhi-Ping Luo Huanyong Liu Deng Lin Hongzhu Li Yafeng Deng 84 18 0 17 Sep 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion Chen Chen Yufei Wang Bing Li Kwok-Yan Lam 70 32 0 15 Sep 2022
Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling Yichi Zhang Wen Zhang 84 17 0 15 Sep 2022
Efficient multi-relational network representation using primes K. Bougiatiotis George Giannakopoulos 78 1 0 14 Sep 2022
Subsampling for Knowledge Graph Embedding Explained Hidetaka Kamigaito Katsuhiko Hayashi 54 2 0 13 Sep 2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces J. Sohn Mingyu Derek Ma Muhao Chen 67 2 0 12 Sep 2022