Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
Graph Collaborative Reasoning H. Chen Yunqi Li Shaoyun Shi Shuchang Liu He Zhu Yongfeng Zhang LRM 19 28 0 27 Dec 2021
Learning to Walk with Dual Agents for Knowledge Graph Reasoning Denghui Zhang Zixuan Yuan Hao Liu Xiaodong Lin Hui Xiong 26 43 0 23 Dec 2021
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 34 52 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 35 43 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 21 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 21 10 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 14 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 16 4 0 16 Dec 2021
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching Xin Liu Yangqiu Song GNN 32 24 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 16 9 0 16 Dec 2021
A Deep Learning Approach for Ontology Enrichment from Unstructured Text Lalit Mohan Sanagavarapu Vivek Iyer Y. R. Reddy 28 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 17 41 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 30 19 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 23 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 11 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 27 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 20 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 83 54 0 06 Dec 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information Zhiling Wang Shimin Di Lei Chen GNN AI4CE 25 39 0 02 Dec 2021
Triple Classification for Scholarly Knowledge Graph Completion M. Y. Jaradeh Kuldeep Singh M. Stocker Sören Auer 31 12 0 23 Nov 2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 23 12 0 20 Nov 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 205 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 42 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 29 16 0 10 Nov 2021
A Survey on Neural-symbolic Learning Systems Dongran Yu Bo Yang Da Liu Hui Wang Shirui Pan 26 55 0 10 Nov 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 21 19 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 37 46 0 03 Nov 2021
Discovering Supply Chain Links with Augmented Intelligence Achintya Gopal Chun-Han Chang 40 3 0 02 Nov 2021
Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding Yushi Hirose Masashi Shimbo Taro Watanabe 11 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 26 0 0 01 Nov 2021
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones Yushi Bai Rex Ying Hongyu Ren J. Leskovec 20 58 0 28 Oct 2021
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding Tengwei Song Jie Luo Lei Huang 40 34 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 30 56 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 39 17 0 26 Oct 2021
A Probabilistic Framework for Knowledge Graph Data Augmentation Jatin Chauhan Priyanshu Gupta Pasquale Minervini 26 4 0 25 Oct 2021
Scalable knowledge base completion with superposition memories Matthias Lalisse Eric Rosen P. Smolensky 16 0 0 24 Oct 2021
Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs Prakhar Gurawa Matthias Nickles 6 3 0 22 Oct 2021
Principled Representation Learning for Entity Alignment Lingbing Guo Zequn Sun Yin Hua Wei Hu Qiang Zhang Huajun Chen 17 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 20 8 0 17 Oct 2021
Temporal Knowledge Graph Reasoning Triggered by Memories Mengnan Zhao Lihe Zhang Yuqiu Kong Baocai Yin 24 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 31 45 0 16 Oct 2021
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 72 18 0 16 Oct 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 31 5 0 15 Oct 2021
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding Jingya Zhou Ling Liu Wenqi Wei Jianxi Fan AI4TS 48 73 0 14 Oct 2021
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Yihong Chen Pasquale Minervini Sebastian Riedel Pontus Stenetorp 91 43 0 06 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 23 20 0 06 Oct 2021
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy Yi Zhou Danushka Bollegala 41 9 0 05 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 40 5 0 01 Oct 2021
BiQUE: Biquaternionic Embeddings of Knowledge Graphs Jia Guo Stanley Kok 190 29 0 29 Sep 2021
The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding Volker Tresp Sahand Sharifzadeh Hang Li Dario Konopatzki Yunpu Ma 32 5 0 27 Sep 2021