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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

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* work in progress 

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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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Zero-shot Visual Question Answering using Knowledge Graph


Jul 14, 2021
Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen

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* accepted at the International Semantic Web Conference '21 (ISWC 2021) 

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K-ZSL: Resources for Knowledge-driven Zero-shot Learning


Jun 29, 2021
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen

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* Under Review 

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OntoZSL: Ontology-enhanced Zero-shot Learning


Feb 15, 2021
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen

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* Accepted to The Web Conference (WWW) 2021 

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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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The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis


Sep 15, 2020
Haiyang Yu, Ningyu Zhang, Shumin Deng, Zonggang Yuan, Yantao Jia, Huajun Chen

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Generative Adversarial Zero-shot Learning via Knowledge Graphs


Apr 07, 2020
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen

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* under review 

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