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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
Taxonomy Enrichment with Text and Graph Vector Representations Irina Nikishina M. Tikhomirov V. Logacheva Yuriy Nazarov Alexander Panchenko Natalia Loukachevitch 82 8 0 21 Jan 2022
Trustworthy Knowledge Graph Completion Based on Multi-sourced Noisy Data Jiacheng Huang Yao Zhao Wei Hu Zhen-Hu Ning Qijin Chen Xiaoxia Qiu Chengfu Huo Weijun Ren 45 13 0 21 Jan 2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning Yushi Bai Xin Lv Juanzi Li Lei Hou Yincen Qu Zelin Dai Feiyu Xiong RALM OffRL LRM 88 21 0 17 Jan 2022
An Automatic Ontology Generation Framework with An Organizational Perspective S. Elnagar V. Yoon Manoj A. Thomas 82 26 0 15 Jan 2022
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings Peng Wang Xin Xie Xiaohan Wang Ningyu Zhang RALM 131 18 0 14 Jan 2022
Multi-task Pre-training Language Model for Semantic Network Completion Da Li Sen Yang Kele Xu Ming Yi Yukai He Huaimin Wang 99 33 0 13 Jan 2022
DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks Mubashir Imran Hongzhi Yin Tong Chen Zi Huang Kai Zheng 63 2 0 08 Jan 2022
Stay Positive: Knowledge Graph Embedding Without Negative Sampling Ainaz Hajimoradlou Seyed Mehran Kazemi 62 9 0 07 Jan 2022
Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings Kai Wang Yu Liu Quan.Z Sheng 72 19 0 03 Jan 2022
Graph Collaborative Reasoning H. Chen Yunqi Li Shaoyun Shi Shuchang Liu He Zhu Yongfeng Zhang LRM 106 29 0 27 Dec 2021
Learning to Walk with Dual Agents for Knowledge Graph Reasoning Denghui Zhang Zixuan Yuan Hao Liu Xiaodong Lin Hui Xiong 82 46 0 23 Dec 2021
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 92 56 0 20 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 134 49 0 18 Dec 2021
DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Haotian Li Hongri Liu Yao Wang Guodong Xin Yuliang Wei 60 1 0 18 Dec 2021
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling Yun Cheng Wang Xiou Ge Bin Wang C.-C. Jay Kuo 77 11 0 17 Dec 2021
Incomplete Knowledge Graph Alignment Vinh Tong T. T. Huynh Thanh Tam Nguyen Hongzhi Yin Quoc Viet Hung Nguyen Quyet-Thang Huynh 98 1 0 17 Dec 2021
Two-view Graph Neural Networks for Knowledge Graph Completion Vinh Tong Dai Quoc Nguyen Dinh Q. Phung Dat Quoc Nguyen 3DV 45 4 0 16 Dec 2021
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching Xin Liu Yangqiu Song GNN 96 27 0 16 Dec 2021
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules Wen Zhang Shumin Deng Yin Hua Liang Wang Qiang Chen Feiyu Xiong Xiangwen Liu Huajun Chen 70 10 0 16 Dec 2021
A Deep Learning Approach for Ontology Enrichment from Unstructured Text Lalit Mohan Sanagavarapu Vivek Iyer Y. R. Reddy 53 6 0 16 Dec 2021
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information Bowen Yang Cong Han Yu Li Lei Zuo Zhou Yu 81 43 0 15 Dec 2021
Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs Stephen Bonner Ufuk Kirik Ola Engkvist Jian Tang Ian P Barrett 73 22 0 13 Dec 2021
An original model for multi-target learning of logical rules for knowledge graph reasoning Yuliang Wei Haotian Li Guodong Xin Yao Wang Bailing Wang 113 0 0 12 Dec 2021
Wikidated 1.0: An Evolving Knowledge Graph Dataset of Wikidata's Revision History Lukas Schmelzeisen C. Dima Steffen Staab KELM 28 5 0 09 Dec 2021
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings Zhiping Luo W. Xu Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu 48 6 0 09 Dec 2021
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings E. B. Myklebust Ernesto Jiménez-Ruiz Jiaoyan Chen Raoul Wolf K. Tollefsen 74 9 0 08 Dec 2021
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks Prithviraj Sen B. W. Carvalho Ryan Riegel Alexander G. Gray NAI AI4CE 140 61 0 06 Dec 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information Zhiling Wang Shimin Di Lei Chen GNN AI4CE 94 40 0 02 Dec 2021
Triple Classification for Scholarly Knowledge Graph Completion M. Y. Jaradeh Kuldeep Singh M. Stocker Sören Auer 82 12 0 23 Nov 2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 72 12 0 20 Nov 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 381 20 0 11 Nov 2021
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning Zhao Zhang Fuzhen Zhuang Hengshu Zhu Chao Li Hui Xiong Qing He Yongjun Xu 64 12 0 11 Nov 2021
Graph Neural Network Training with Data Tiering S. Min Kun Wu Mert Hidayetoğlu Jinjun Xiong Xiang Song Wen-mei W. Hwu GNN 58 16 0 10 Nov 2021
A Survey on Neural-symbolic Learning Systems Dongran Yu Bo Yang Da Liu Hui Wang Shirui Pan 93 61 0 10 Nov 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 49 21 0 04 Nov 2021
Conditional Attention Networks for Distilling Knowledge Graphs in Recommendation Ke Tu Peng Cui Daixin Wang Qing Cui Jun Zhou Yuan Qi Wenwu Zhu 90 47 0 03 Nov 2021
Discovering Supply Chain Links with Augmented Intelligence Achintya Gopal Chun-Han Chang 61 3 0 02 Nov 2021
Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding Yushi Hirose Masashi Shimbo Taro Watanabe 32 1 0 01 Nov 2021
RMNA: A Neighbor Aggregation-Based Knowledge Graph Representation Learning Model Using Rule Mining Ling-Hao Chen Jun Cui Xing Tang Chao Song Y. Qian Yansheng Li Yongjun Zhang 33 0 0 01 Nov 2021
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones Yushi Bai Rex Ying Hongyu Ren J. Leskovec 88 62 0 28 Oct 2021
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding Tengwei Song Jie Luo Lei Huang 86 37 0 27 Oct 2021
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding Yin Hua Wen Zhang Yushan Zhu Hongting Zhou Zonggang Yuan Changliang Xu Hua-zeng Chen 74 58 0 27 Oct 2021
Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices F. López Beatrice Pozzetti Steve J. Trettel Michael Strube Anna Wienhard 72 17 0 26 Oct 2021
A Probabilistic Framework for Knowledge Graph Data Augmentation Jatin Chauhan Priyanshu Gupta Pasquale Minervini 46 4 0 25 Oct 2021
Scalable knowledge base completion with superposition memories Matthias Lalisse Eric Rosen P. Smolensky 28 0 0 24 Oct 2021
Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs Prakhar Gurawa Matthias Nickles 18 3 0 22 Oct 2021
Principled Representation Learning for Entity Alignment Lingbing Guo Zequn Sun Yin Hua Wei Hu Qiang Zhang Huajun Chen 55 0 0 21 Oct 2021
Learning First-Order Rules with Relational Path Contrast for Inductive Relation Reasoning Yudai Pan Jun Liu Lingling Zhang Xin Hu Tianzhe Zhao Qika Lin 99 9 0 17 Oct 2021
Temporal Knowledge Graph Reasoning Triggered by Memories Mengnan Zhao Lihe Zhang Yuqiu Kong Baocai Yin 78 4 0 17 Oct 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 93 46 0 16 Oct 2021