Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs Caglar Demir N'Dah Jean Kouagou Arnab Sharma Axel-Cyrille Ngonga Ngomo 30 0 0 09 Oct 2024
Learning to Solve Abstract Reasoning Problems with Neurosymbolic Program Synthesis and Task Generation J. Bednarek K. Krawiec LRM NAI 25 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 233 2 0 02 Oct 2024
Reevaluation of Inductive Link Prediction Simon Ott Christian Meilicke Heiner Stuckenschmidt 40 0 0 30 Sep 2024
Knowledge Graph Embedding by Normalizing Flows Changyi Xiao Xiangnan He Yixin Cao 14 3 0 30 Sep 2024
MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion Pengjie Liu 32 0 0 26 Sep 2024
DSparsE: Dynamic Sparse Embedding for Knowledge Graph Completion Chuhong Yang Bin Li Nan Wu 44 0 0 22 Sep 2024
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning Junnan Liu Qianren Mao Weifeng Jiang Jianxin Li 42 0 0 19 Sep 2024
Hierarchical Blockmodelling for Knowledge Graphs Marcin Pietrasik Marek Reformat Anna Wilbik 42 1 0 28 Aug 2024
Learning Granularity Representation for Temporal Knowledge Graph Completion Jinchuan Zhang Tianqi Wan Chong Mu Guangxi Lu Ling Tian 26 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 49 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 62 1 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 63 67 0 15 Aug 2024
Relational Graph Convolutional Networks Do Not Learn Sound Rules Matthew Morris David Tena Cucala Bernardo Cuenca Grau Ian Horrocks 33 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 46 0 0 13 Aug 2024
Bridging LLMs and KGs without Fine-Tuning: Intermediate Probing Meets Subgraph-Aware Entity Descriptions Bo Xue Yi Xu Yunchong Song Yiming Pang Yuyang Ren Jiaxin Ding Luoyi Fu Xinbing Wang OffRL 57 0 0 13 Aug 2024
MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion Pengjie Liu 21 0 0 09 Aug 2024
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction Tianyu Liu Qitan Lv Jie Wang Shuling Yang Hanzhu Chen 36 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 43 0 0 08 Aug 2024
Enhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach Wanxu Wei Yitong Song Bin Yao 47 6 0 05 Aug 2024
SnapE -- Training Snapshot Ensembles of Link Prediction Models Ali Shaban Heiko Paulheim VLM 35 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 28 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 38 3 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 39 1 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 46 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 38 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 30 3 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 44 1 0 05 Jul 2024
Neural Probabilistic Logic Learning for Knowledge Graph Reasoning Fengsong Sun Jinyu Wang Zhiqing Wei Xianchao Zhang NAI 40 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 40 2 0 03 Jul 2024
Croppable Knowledge Graph Embedding Yushan Zhu Wen Zhang Zhiqiang Liu Mingyang Chen Lei Liang Huajun Chen 30 0 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 Mingyang Chen Huajun Chen 44 0 0 03 Jul 2024
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion Ananjan Nandi Navdeep Kaur Parag Singla M. - NAI 22 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 68 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 42 0 0 29 Jun 2024
Adaptive Stochastic Weight Averaging Caglar Demir Arnab Sharma Axel-Cyrille Ngonga Ngomo MoMe 34 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 34 1 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 70 3 0 17 Jun 2024
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective Yang Chen Cong Fang Zhouchen Lin Bing Liu 36 0 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 55 4 0 16 Jun 2024
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion Harry Shomer Jay Revolinsky Jiliang Tang 40 0 0 14 Jun 2024
Improving rule mining via embedding-based link prediction N'Dah Jean Kouagou Arif Yilmaz Michel Dumontier A. N. Ngomo AI4CE 38 0 0 14 Jun 2024
Guiding Catalogue Enrichment with User Queries Yupei Du Jacek Golebiowski Philipp Schmidt Ziawasch Abedjan 28 0 0 11 Jun 2024
GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment Zhenyu Hou Haozhan Li Yukuo Cen Jie Tang Yuxiao Dong 36 6 0 05 Jun 2024
From Latent to Lucid: Transforming Knowledge Graph Embeddings into Interpretable Structures with KGEPrisma Christoph Wehner Chrysa Iliopoulou Ute Schmid Tarek R. Besold 65 0 0 03 Jun 2024
A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation Kai Chen Ye Wang Yitong Li Aiping Li Han Yu Xin Song 32 5 0 28 May 2024
Predicting from a Different Perspective: A Re-ranking Model for Inductive Knowledge Graph Completion Yuki Iwamoto Ken Kameiwa 42 1 0 27 May 2024
Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning Mingqing Xiao Yixin Zhu D.K. He Zhouchen Lin LRM 38 4 0 27 May 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge Pengcheng Jiang Lang Cao Cao Xiao Parminder Bhatia Jimeng Sun Jiawei Han AI4MH 49 4 0 26 May 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs Fei Teng Haoyang Li Shimin Di Lei Chen 72 3 0 24 May 2024