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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
An Adversarial Transfer Network for Knowledge Representation Learning Huijuan Wang Shuangyin Li Rong Pan GAN 50 5 0 30 Apr 2021
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion Guanglin Niu Yang Li Chengguang Tang Ruiying Geng Jian Dai Qiao Liu Hao Wang Jian Sun Fei Huang Luo Si 78 91 0 27 Apr 2021
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking Shuai Wang Penghui Wei Jiahao Zhao Wenji Mao KELM 56 0 0 27 Apr 2021
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case Natalia Díaz Rodríguez Alberto Lamas Jules Sanchez Gianni Franchi Ivan Donadello Siham Tabik David Filliat P. Cruz Rosana Montes Francisco Herrera 136 78 0 24 Apr 2021
Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding Shimin Di Quanming Yao Yongqi Zhang Lei Chen 88 16 0 22 Apr 2021
Searching to Sparsify Tensor Decomposition for N-ary Relational Data Shimin Di Quanming Yao Lei Chen 83 41 0 21 Apr 2021
Link Prediction on N-ary Relational Data Based on Relatedness Evaluation Saiping Guan Xiaolong Jin Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 71 31 0 21 Apr 2021
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning Zixuan Li Xiaolong Jin Wei Li Saiping Guan Jiafeng Guo Huawei Shen Yuanzhuo Wang Xueqi Cheng 76 273 0 21 Apr 2021
HYPER^2: Hyperbolic Poincare Embedding for Hyper-Relational Link Prediction Shiyao Yan Zequn Zhang Xian Sun Guangluan Xu Li Jin Shuchao Li 36 0 0 20 Apr 2021
Role-Aware Modeling for N-ary Relational Knowledge Bases Yu Liu Quanming Yao Yong Li 80 57 0 20 Apr 2021
Multilingual Knowledge Graph Completion with Joint Relation and Entity Alignment H. Singh Prachi Jain Mausam Soumen Chakrabarti 80 22 0 18 Apr 2021
CEAR: Cross-Entity Aware Reranker for Knowledge Base Completion Keshav Kolluru M. Chauhan Yatin Nandwani Parag Singla Mausam 81 2 0 18 Apr 2021
Membership Inference Attacks on Knowledge Graphs Yu Wang Lifu Huang Philip S. Yu Lichao Sun MIACV 61 15 0 16 Apr 2021
Improving Hyper-Relational Knowledge Graph Completion Donghan Yu Yiming Yang 59 31 0 16 Apr 2021
NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion Shashank Sonkar Arzoo Katiyar Richard G. Baraniuk GNN 76 5 0 15 Apr 2021
Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction Dai Quoc Nguyen Vinh Tong Dinh Q. Phung Dat Quoc Nguyen GNN 63 27 0 15 Apr 2021
FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks Chaoyang He Keshav Balasubramanian Emir Ceyani Carl Yang Han Xie ... Yu Rong P. Zhao Junzhou Huang M. Annavaram Salman Avestimehr FedML OOD 80 2 0 14 Apr 2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability Xin Lv Yixin Cao Lei Hou Juan-Zi Li Zhiyuan Liu Yichi Zhang Zelin Dai LRM 71 19 0 14 Apr 2021
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings Chengjin Xu M. Nayyeri S. Vahdati Jens Lehmann 68 11 0 11 Apr 2021
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding Keyur Faldu A. Sheth Prashant Kikani Hemang Akabari 69 28 0 09 Apr 2021
Text-guided Legal Knowledge Graph Reasoning Luoqiu Li Zhen Bi Hongbin Ye Shumin Deng Hui Chen Huaixiao Tou AILaw 23 9 0 06 Apr 2021
Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web Kalpa Gunaratna Yu Wang Hongxia Jin 56 2 0 29 Mar 2021
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings Kai Wang Yu Liu Dan Lin Quan Z. Sheng 69 19 0 27 Mar 2021
Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs Yushan Liu Marcel Hildebrandt Mitchell Joblin Martin Ringsquandl Rime Raissouni Volker Tresp 93 45 0 18 Mar 2021
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts Junheng Hao Muhao Chen Wenchao Yu Yizhou Sun Wei Wang 77 170 0 15 Mar 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 146 58 0 12 Mar 2021
A Relational-learning Perspective to Multi-label Chest X-ray Classification Anjany Sekuboyina Daniel Oñoro-Rubio Jens Kleesiek Brandon Malone 31 6 0 10 Mar 2021
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs Jiajun Chen Huarui He Feng Wu Jie Wang 64 133 0 05 Mar 2021
Neural ranking models for document retrieval M. Trabelsi Zhiyu Zoey Chen Brian D. Davison J. Heflin FedML 85 29 0 23 Feb 2021
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding Zhiyuan Ning Ziyue Qiao Hao Dong Yi Du Yuanchun Zhou 64 10 0 22 Feb 2021
Switch Spaces: Learning Product Spaces with Sparse Gating Shuai Zhang Yi Tay Wenqi Jiang Da-Cheng Juan Ce Zhang 94 7 0 17 Feb 2021
Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention Nasrullah Sheikh Xiao Qin B. Reinwald Christoph Miksovic Thomas Gschwind P. Scotton GNN 63 10 0 14 Feb 2021
Relation-aware Graph Attention Model With Adaptive Self-adversarial Training Xiao Qin Nasrullah Sheikh B. Reinwald Lingfei Wu 107 32 0 14 Feb 2021
A Statistical Relational Approach to Learning Distance-based GCNs Devendra Singh Dhami Siwen Yan Sriraam Natarajan TU Darmstadt GNN 40 0 0 13 Feb 2021
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs Dora Jambor Komal K. Teru Joelle Pineau William L. Hamilton 72 9 0 05 Feb 2021
Ranking vs. Classifying: Measuring Knowledge Base Completion Quality M. Speranskaya Martin Schmitt Benjamin Roth 67 10 0 02 Feb 2021
Graph Coarsening with Neural Networks Chen Cai Dingkang Wang Yusu Wang DD 182 68 0 02 Feb 2021
RelWalk A Latent Variable Model Approach to Knowledge Graph Embedding Danushka Bollegala Huda Hakami Yuichi Yoshida Ken-ichi Kawarabayashi 116 6 0 25 Jan 2021
A shallow neural model for relation prediction Caglar Demir Diego Moussallem A. N. Ngomo 47 11 0 22 Jan 2021
Knowledge Graph Completion with Text-aided Regularization Tong Chen Sirou Zhu Yiming Wen Z. Zheng 67 2 0 22 Jan 2021
Knowledge Generation -- Variational Bayes on Knowledge Graphs Florian Wolf BDL 27 0 0 21 Jan 2021
Continual Learning of Knowledge Graph Embeddings A. Daruna Mehul Gupta Mohan Sridharan Sonia Chernova CLL 63 50 0 14 Jan 2021
Discrete Knowledge Graph Embedding based on Discrete Optimization Yunqi Li Shuyuan Xu Bo Liu Zuohui Fu Shuchang Liu Xu Chen Yongfeng Zhang 23 4 0 13 Jan 2021
MöbiusE: Knowledge Graph Embedding on Möbius Ring Yao Chen Jiangang Liu Zhe Zhang S. Wen Wenjun Xiong 72 13 0 07 Jan 2021
Het-node2vec: second order random walk sampling for heterogeneous multigraphs embedding Giorgio Valentini E. Casiraghi L. Cappelletti Tommaso Fontana Justin P Reese Peter N. Robinson 29 7 0 05 Jan 2021
How to Train Your Agent to Read and Write Li Liu Mengge He Guanghui Xu Mingkui Tan Qi Wu DiffM 72 3 0 04 Jan 2021
Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings Kiran Ramnath M. Hasegawa-Johnson 66 9 0 31 Dec 2020
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction Yao Zhang Xu Zhang Jun Wang Hongru Liang Wenqiang Lei Zhe Sun Adam Jatowt Zhenglu Yang 87 17 0 22 Dec 2020
T-GAP: Learning to Walk across Time for Temporal Knowledge Graph Completion Jaehun Jung Jinhong Jung U. Kang 54 15 0 19 Dec 2020
Communicative Message Passing for Inductive Relation Reasoning Sijie Mai Shuangjia Zheng Yuedong Yang Haifeng Hu LRM 87 104 0 16 Dec 2020