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AutoWeird: Weird Translational Scoring Function Identified by Random Search


Jul 24, 2022
Hansi Yang, Yongqi Zhang, Quanming Yao


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Learning Adaptive Propagation for Knowledge Graph Reasoning


May 30, 2022
Yongqi Zhang, Zhanke Zhou, Quanming Yao, Xiaowen Chu, Bo Han

* under review 

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KGTuner: Efficient Hyper-parameter Search for Knowledge Graph Learning


May 05, 2022
Yongqi Zhang, Zhanke Zhou, Quanming Yao, Yong Li

* Accepted to ACL 2022 (long paper) 

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Knowledge Graph Reasoning with Relational Directed Graph


Aug 13, 2021
Yongqi Zhang, Quanming Yao


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AutoSF+: Towards Automatic Scoring Function Design for Knowledge Graph Embedding


Jul 01, 2021
Yongqi Zhang, Zhanke Zhou, Quanming Yao


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Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding


Apr 22, 2021
Shimin Di, Quanming Yao, Yongqi Zhang, Lei Chen

* ICDE 2021 

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Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding


Oct 24, 2020
Yongqi Zhang, Quanming Yao, Lei Chen

* VLDB Journal accepted. arXiv admin note: text overlap with arXiv:1812.06410 

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Neural Recurrent Structure Search for Knowledge Graph Embedding


Nov 17, 2019
Yongqi Zhang, Quanming Yao, Lei Chen


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AutoKGE: Searching Scoring Functions for Knowledge Graph Embedding


Jun 03, 2019
Yongqi Zhang, Quanming Yao, Wenyuan Dai, Lei Chen


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