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Convolutional 2D Knowledge Graph Embeddings
v1v2v3v4v5v6 (latest)

Convolutional 2D Knowledge Graph Embeddings

5 July 2017
Tim Dettmers
Pasquale Minervini
Pontus Stenetorp
Sebastian Riedel
    GNN3DV
ArXiv (abs)PDFHTML

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 847 papers shown
Title
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation
Qiao Qiao
Yuepei Li
Qing Wang
Kang Zhou
Qi Li
124
0
0
11 Nov 2024
Generalizing Hyperedge Expansion for Hyper-relational Knowledge Graph
  Modeling
Generalizing Hyperedge Expansion for Hyper-relational Knowledge Graph Modeling
Yu Liu
Steve Yang
Jingtao Ding
Quanming Yao
Yongqian Li
63
2
0
09 Nov 2024
Fully Hyperbolic Rotation for Knowledge Graph Embedding
Fully Hyperbolic Rotation for Knowledge Graph Embedding
Qiuyu Liang
Weihua Wang
F. Bao
Guanglai Gao
63
4
0
06 Nov 2024
A Hierarchical Language Model For Interpretable Graph Reasoning
A Hierarchical Language Model For Interpretable Graph Reasoning
Sambhav Khurana
Xiner Li
Shurui Gui
Shuiwang Ji
LRM
125
0
0
29 Oct 2024
Resilience in Knowledge Graph Embeddings
Resilience in Knowledge Graph Embeddings
Arnab Sharma
N'Dah Jean Kouagou
A. Ngomo
99
0
0
28 Oct 2024
Gene-Metabolite Association Prediction with Interactive Knowledge
  Transfer Enhanced Graph for Metabolite Production
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production
Kexuan Xin
Q. Wang
Junyu Chen
Pengfei Yu
Huimin Zhao
Heng Ji
82
0
0
24 Oct 2024
Multidimensional Knowledge Graph Embeddings for International Trade Flow
  Analysis
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis
Durgesh Nandini
Simon Bloethner
Mirco Schoenfeld
Mario Larch
26
1
0
19 Oct 2024
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context
  Reasoning
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning
Yuanning Cui
Zequn Sun
Wei Hu
ReLMLRM
63
8
0
16 Oct 2024
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties
Guanglin Niu
122
0
0
16 Oct 2024
Diversified and Adaptive Negative Sampling on Knowledge Graphs
Diversified and Adaptive Negative Sampling on Knowledge Graphs
Ran Liu
Zhongzhou Liu
Xiaoli Li
Hao Wu
Yuan Fang
51
0
0
10 Oct 2024
MKGL: Mastery of a Three-Word Language
MKGL: Mastery of a Three-Word Language
Lingbing Guo
Zhongpu Bo
Zhuo Chen
Yichi Zhang
Jiaoyan Chen
...
Yangyifei Luo
Qian Li
Qiang Zhang
Wen Zhang
Huajun Chen
93
2
0
10 Oct 2024
Inference over Unseen Entities, Relations and Literals on Knowledge
  Graphs
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs
Caglar Demir
N'Dah Jean Kouagou
Arnab Sharma
Axel-Cyrille Ngonga Ngomo
53
0
0
09 Oct 2024
Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program
  Synthesis and Task Generation
Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program Synthesis and Task Generation
J. Bednarek
K. Krawiec
LRMNAI
97
0
0
06 Oct 2024
MARS: A neurosymbolic approach for interpretable drug discovery
MARS: A neurosymbolic approach for interpretable drug discovery
L. Delong
Yojana Gadiya
Paola Galdi
Jacques D. Fleuriot
Daniel Domingo-Fernández
459
3
0
02 Oct 2024
Reevaluation of Inductive Link Prediction
Reevaluation of Inductive Link Prediction
Simon Ott
Christian Meilicke
Heiner Stuckenschmidt
64
0
0
30 Sep 2024
Knowledge Graph Embedding by Normalizing Flows
Knowledge Graph Embedding by Normalizing Flows
Changyi Xiao
Xiangnan He
Yixin Cao
61
4
0
30 Sep 2024
MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion
MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion
Pengjie Liu
36
0
0
26 Sep 2024
DSparsE: Dynamic Sparse Embedding for Knowledge Graph Completion
DSparsE: Dynamic Sparse Embedding for Knowledge Graph Completion
Chuhong Yang
Bin Li
Nan Wu
75
0
0
22 Sep 2024
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
Junnan Liu
Qianren Mao
Weifeng Jiang
Jianxin Li
60
1
0
19 Sep 2024
Hierarchical Blockmodelling for Knowledge Graphs
Hierarchical Blockmodelling for Knowledge Graphs
Marcin Pietrasik
Marek Reformat
Anna Wilbik
97
1
0
28 Aug 2024
Learning Granularity Representation for Temporal Knowledge Graph
  Completion
Learning Granularity Representation for Temporal Knowledge Graph Completion
Jinchuan Zhang
Tianqi Wan
Chong Mu
Guangxi Lu
Ling Tian
55
0
0
27 Aug 2024
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding
Yang Liu
Chuan Zhou
Peng Zhang
Yanan Cao
Yongchao Liu
Zhao Li
Hongyang Chen
83
2
0
27 Aug 2024
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
Yuqicheng Zhu
Nico Potyka
M. Nayyeri
Bo Xiong
Yunjie He
Evgeny Kharlamov
Steffen Staab
107
2
0
15 Aug 2024
Graph Retrieval-Augmented Generation: A Survey
Graph Retrieval-Augmented Generation: A Survey
Boci Peng
Yun Zhu
Yongchao Liu
Xiaohe Bo
Haizhou Shi
Chuntao Hong
Yan Zhang
Siliang Tang
3DV
110
111
0
15 Aug 2024
Relational Graph Convolutional Networks Do Not Learn Sound Rules
Relational Graph Convolutional Networks Do Not Learn Sound Rules
Matthew Morris
David Tena Cucala
Bernardo Cuenca Grau
Ian Horrocks
60
0
0
14 Aug 2024
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors
Andrei Catalin Coman
Christos Theodoropoulos
Marie-Francine Moens
James Henderson
88
0
0
13 Aug 2024
MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph
  Completion
MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion
Pengjie Liu
28
0
0
09 Aug 2024
Learning Rule-Induced Subgraph Representations for Inductive Relation
  Prediction
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction
Tianyu Liu
Qitan Lv
Jie Wang
Shuling Yang
Hanzhu Chen
84
3
0
09 Aug 2024
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with
  Large Language Models
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models
Haoxuan Li
Zhengmao Yang
Yunshan Ma
Yi Bin
Yang Yang
Tat-Seng Chua
105
1
0
08 Aug 2024
Enhancing Heterogeneous Knowledge Graph Completion with a Novel
  GAT-based Approach
Enhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach
Wanxu Wei
Yitong Song
Bin Yao
79
7
0
05 Aug 2024
SnapE -- Training Snapshot Ensembles of Link Prediction Models
SnapE -- Training Snapshot Ensembles of Link Prediction Models
Ali Shaban
Heiko Paulheim
VLM
77
1
0
05 Aug 2024
Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge
  Graphs
Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs
Saiping Guan
Jiyao Wei
Xiaolong Jin
Jiafeng Guo
Xueqi Cheng
LRM
59
0
0
26 Jul 2024
Finetuning Generative Large Language Models with Discrimination
  Instructions for Knowledge Graph Completion
Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
Yang Liu
Xiaobin Tian
Zequn Sun
Wei Hu
93
4
0
23 Jul 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting
He Chang
Chenchen Ye
Zhulin Tao
Jie Wu
Zhengmao Yang
Yunshan Ma
Xianglin Huang
Tat-Seng Chua
AI4TS
91
2
0
16 Jul 2024
Expanding the Scope: Inductive Knowledge Graph Reasoning with
  Multi-Starting Progressive Propagation
Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation
Zhoutian Shao
Yuanning Cui
Wei Hu
ReLMLRMAI4CE
85
0
0
15 Jul 2024
Performance Evaluation of Knowledge Graph Embedding Approaches under
  Non-adversarial Attacks
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks
Sourabh Kapoor
Arnab Sharma
Michael Röder
Caglar Demir
Axel-Cyrille Ngonga Ngomo
AAML
74
0
0
09 Jul 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA
Fast and Continual Knowledge Graph Embedding via Incremental LoRA
Jiajun Liu
Wenjun Ke
Peng Wang
Jiahao Wang
Jinhua Gao
Ziyu Shang
Guozheng Li
Zijie Xu
Ke Ji
Yining Li
CLL
79
6
0
08 Jul 2024
Unified Interpretation of Smoothing Methods for Negative Sampling Loss
  Functions in Knowledge Graph Embedding
Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding
Xincan Feng
Hidetaka Kamigaito
Katsuhiko Hayashi
Taro Watanabe
59
1
0
05 Jul 2024
Neural Probabilistic Logic Learning for Knowledge Graph Reasoning
Neural Probabilistic Logic Learning for Knowledge Graph Reasoning
Fengsong Sun
Jinyu Wang
Zhiqing Wei
Xianchao Zhang
NAI
84
0
0
04 Jul 2024
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive
  Multimodal Knowledge Graph Completion
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion
Yu Zhao
Ying Zhang
Baohang Zhou
Xinying Qian
Kehui Song
Xiangrui Cai
62
2
0
03 Jul 2024
SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph
  Neural Network
SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network
Yushan Zhu
Wen Zhang
Yajing Xu
Zhen Yao
Yin Hua
Huajun Chen
99
0
0
03 Jul 2024
Croppable Knowledge Graph Embedding
Croppable Knowledge Graph Embedding
Yushan Zhu
Wen Zhang
Zhiqiang Liu
Yin Hua
Lei Liang
H. Chen
79
0
0
03 Jul 2024
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph
  Completion
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion
Ananjan Nandi
Navdeep Kaur
Parag Singla
M. -
NAI
106
1
0
02 Jul 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey
Large Language Model Enhanced Knowledge Representation Learning: A Survey
Xin Wang
Zirui Chen
Haofen Wang
Leong Hou U
Zhao Li
Wenbin Guo
KELM
215
3
0
01 Jul 2024
Knowledge-Aware Parsimony Learning: A Perspective from Relational Graphs
Knowledge-Aware Parsimony Learning: A Perspective from Relational Graphs
Quanming Yao
Yongqi Zhang
Yaqing Wang
Nan Yin
James Kwok
Qiang Yang
114
0
0
29 Jun 2024
Adaptive Stochastic Weight Averaging
Adaptive Stochastic Weight Averaging
Caglar Demir
Arnab Sharma
Axel-Cyrille Ngonga Ngomo
MoMe
67
1
0
27 Jun 2024
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph
  Completion
Start from Zero: Triple Set Prediction for Automatic Knowledge Graph Completion
Wen Zhang
Yajing Xu
Peng Ye
Zhiwei Huang
Zezhong Xu
Jiaoyan Chen
Jeff Z. Pan
Huajun Chen
80
2
0
26 Jun 2024
Personalized Federated Knowledge Graph Embedding with Client-Wise
  Relation Graph
Personalized Federated Knowledge Graph Embedding with Client-Wise Relation Graph
Xiaoxiong Zhang
Zhiwei Zeng
Xin Zhou
Dusit Niyato
Zhiqi Shen
FedML
106
4
0
17 Jun 2024
Relational Learning in Pre-Trained Models: A Theory from Hypergraph
  Recovery Perspective
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective
Yang Chen
Cong Fang
Zhouchen Lin
Bing Liu
57
1
0
17 Jun 2024
Ontology Embedding: A Survey of Methods, Applications and Resources
Ontology Embedding: A Survey of Methods, Applications and Resources
Jiaoyan Chen
Olga Mashkova
Fernando Zhapa-Camacho
Robert Hoehndorf
Yuan He
Ian Horrocks
158
6
0
16 Jun 2024
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