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Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting


May 10, 2022
Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen

* IJCAI 2022 

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NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs


Feb 25, 2022
Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Zezhong Xu, Yajing Xu, Ningyu Zhang, Zonggang Yuan, Feiyu Xiong, Huajun Chen

* work in progress 

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Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules


Dec 16, 2021
Wen Zhang, Shumin Deng, Mingyang Chen, Liang Wang, Qiang Chen, Feiyu Xiong, Xiangwen Liu, Huajun Chen

* Accepted at IJCKG2021 

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Standing on the Shoulders of Predecessors: Meta-Knowledge Transfer for Knowledge Graphs


Oct 27, 2021
Mingyang Chen, Wen Zhang, Yushan Zhu, Hongting Zhou, Zonggang Yuan, Changliang Xu, Huajun Chen


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Principled Representation Learning for Entity Alignment


Oct 21, 2021
Lingbing Guo, Zequn Sun, Mingyang Chen, Wei Hu, Qiang Zhang, Huajun Chen


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FedE: Embedding Knowledge Graphs in Federated Setting


Oct 24, 2020
Mingyang Chen, Wen Zhang, Zonggang Yuan, Yantao Jia, Huajun Chen


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PaStaNet: Toward Human Activity Knowledge Engine


Apr 21, 2020
Yong-Lu Li, Liang Xu, Xinpeng Liu, Xijie Huang, Yue Xu, Shiyi Wang, Hao-Shu Fang, Ze Ma, Mingyang Chen, Cewu Lu

* Accepted to CVPR 2020, supplementary materials included, code available: http://hake-mvig.cn/ 

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Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs


Sep 04, 2019
Mingyang Chen, Wen Zhang, Wei Zhang, Qiang Chen, Huajun Chen

* Accepted by EMNLP 2019 

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HAKE: Human Activity Knowledge Engine


May 08, 2019
Yong-Lu Li, Liang Xu, Xijie Huang, Xinpeng Liu, Ze Ma, Mingyang Chen, Shiyi Wang, Hao-Shu Fang, Cewu Lu

* Draft, work in progress. HAKE-1.0 will be released this summer 

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