How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A
Semantic Evidence View

How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View

24 September 2021

Papers citing "How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View"

15 / 15 papers shown

Title
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 67 20 0 17 Jan 2025
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 35 0 0 03 Jul 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 29 1 0 26 Jun 2024
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning Ying Ma Owen Burns Mingqiu Wang Gang Li Nan Du Laurent El Shafey Liqiang Wang Izhak Shafran H. Soltau SSL ReLM OffRL LRM 43 0 0 22 May 2024
Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction Guangxuan Song Dong-yang Fu Zhongwei Qiu Zijiang Yang Jiaxin Dai Lingwei Ma Dawei Zhang 16 0 0 15 Dec 2023
Node-based Knowledge Graph Contrastive Learning for Medical Relationship Prediction Zhiguang Fan Yuedong Yang Mingyuan Xu Hongming Chen 24 1 0 16 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Sai Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 20 8 0 07 Oct 2023
Exploring & Exploiting High-Order Graph Structure for Sparse Knowledge Graph Completion Tao He Ming Liu Yixin Cao Zekun Wang Zihao Zheng Zheng Chu Bing Qin 16 2 0 29 Jun 2023
NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning Wen Zhang Zhen Yao Mingyang Chen Zhiwei Huang Hua-zeng Chen AI4CE 31 2 0 28 Apr 2023
Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph Zhongwu Chen Chengjin Xu Fenglong Su Zhen Huang Yong Dou 25 13 0 11 Feb 2023
Toward Degree Bias in Embedding-Based Knowledge Graph Completion Harry Shomer Wei Jin Wentao Wang Jiliang Tang 4 21 0 10 Feb 2023
Analogical Inference Enhanced Knowledge Graph Embedding Zhen Yao Wen Zhang Mingyang Chen Yufen Huang Yezhou Yang Hua-zeng Chen 36 12 0 03 Jan 2023
A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective Yu Zhao Huaming Du Qing Li Fuzhen Zhuang Ji Liu Gang Kou Gang Kou 30 1 0 28 Nov 2022
VEM $^2$ L: A Plug-and-play Framework for Fusing Text and Structure Knowledge on Sparse Knowledge Graph Completion Tao He Ming Liu Haichao Zhu Tianwen Jiang Zihao Zheng Jingrun Zhang Sendong Zhao Bing Qin 6 1 0 04 Jul 2022
Out-Of-Distribution Generalization on Graphs: A Survey Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OOD CML 21 96 0 16 Feb 2022