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Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph


Feb 11, 2023
Zhongwu Chen, Chengjin Xu, Fenglong Su, Zhen Huang, You Dou

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Ultrahyperbolic Knowledge Graph Embeddings


Jun 01, 2022
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab

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* Accepted to SIGKDD'22 

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TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph


May 28, 2022
Xueyuan Lin, Chengjin Xu, Haihong E, Fenglong Su, Gengxian Zhou, Tianyi Hu, Ningyuan Li, Mingzhi Sun, Haoran Luo

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Time-aware Graph Neural Networks for Entity Alignment between Temporal Knowledge Graphs


Mar 13, 2022
Chengjin Xu, Fenglong Su, Jens Lehmann

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* Accepted at EMNLP2021 

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Geometric Algebra based Embeddings for Static and Temporal Knowledge Graph Completion


Feb 25, 2022
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann

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* There are some theorem mistakes in the Appendix section need to be fixed. And we are still trying to solve them. We submitted the Arxiv version for providing the supplementary analysis, but now we hope to withdraw the current version to avoid misleading the readers from Arxiv 

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Geometric Algebra based Embeddings for Staticand Temporal Knowledge Graph Completion


Feb 18, 2022
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann

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* Accepted by IEEE Transactions on Knowledge and Data Engineering 

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Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings


Apr 11, 2021
Chengjin Xu, Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann

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* Accepted by the 2021 International Joint Conference on Neural Networks (IJCNN 2021) 

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TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation


Oct 24, 2020
Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann

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* This paper is accepted by COLING2020 

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Knowledge Graph Embeddings in Geometric Algebras


Oct 24, 2020
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann

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* This paper is accepted by COLING2020 

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Motif Learning in Knowledge Graphs Using Trajectories Of Differential Equations


Oct 18, 2020
Mojtaba Nayyeri, Chengjin Xu, Jens Lehmann, Sahar Vahdati

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