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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
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation Qiao Qiao Yuepei Li Qing Wang Kang Zhou Qi Li 122 0 0 11 Nov 2024
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 Qiuyu Liang Weihua Wang F. Bao Guanglai Gao 61 4 0 06 Nov 2024
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 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 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 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 Yuanning Cui Zequn Sun Wei Hu ReLM LRM 63 8 0 16 Oct 2024
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 Ran Liu Zhongzhou Liu Xiaoli Li Hao Wu Yuan Fang 51 0 0 10 Oct 2024
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 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 J. Bednarek K. Krawiec LRM NAI 97 0 0 06 Oct 2024
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 Simon Ott Christian Meilicke Heiner Stuckenschmidt 64 0 0 30 Sep 2024
Knowledge Graph Embedding by Normalizing Flows Changyi Xiao Xiangnan He Yixin Cao 56 4 0 30 Sep 2024
MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion Pengjie Liu 36 0 0 26 Sep 2024
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 Junnan Liu Qianren Mao Weifeng Jiang Jianxin Li 60 1 0 19 Sep 2024
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 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 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 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 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 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 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 Pengjie Liu 28 0 0 09 Aug 2024
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 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 Wanxu Wei Yitong Song Bin Yao 79 7 0 05 Aug 2024
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 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 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 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 Zhoutian Shao Yuanning Cui Wei Hu ReLM LRM AI4CE 85 0 0 15 Jul 2024
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 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 Xincan Feng Hidetaka Kamigaito Katsuhiko Hayashi Taro Watanabe 59 1 0 05 Jul 2024
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 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 Yushan Zhu Wen Zhang Yajing Xu Zhen Yao Yin Hua Huajun Chen 99 0 0 03 Jul 2024
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 Ananjan Nandi Navdeep Kaur Parag Singla M. - NAI 106 1 0 02 Jul 2024
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 Quanming Yao Yongqi Zhang Yaqing Wang Nan Yin James Kwok Qiang Yang 114 0 0 29 Jun 2024
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 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 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 Yang Chen Cong Fang Zhouchen Lin Bing Liu 57 1 0 17 Jun 2024
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