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Jiaoyan Chen

Department of Computer Science, University of Oxford

Zero-shot Visual Question Answering using Knowledge Graph


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

* 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

* Under Review 

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PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System


Jun 16, 2021
Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yefeng Zheng


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OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding


May 24, 2021
Yuejia Xiang, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Zhenxi Lin, Yefeng Zheng

* Accepted by Findings of ACL 2021 

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Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding


May 19, 2021
Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng

* Accepted by IJCAI 2021 

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Knowledge-aware Zero-Shot Learning: Survey and Perspective


Feb 26, 2021
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen


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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

* Accepted to The Web Conference (WWW) 2021 

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An Industry Evaluation of Embedding-based Entity Alignment


Nov 07, 2020
Ziheng Zhang, Jiaoyan Chen, Xi Chen, Hualuo Liu, Yuejia Xiang, Bo Liu, Yefeng Zheng

* accepted by COLING 2020 

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OWL2Vec*: Embedding of OWL Ontologies


Sep 30, 2020
Jiaoyan Chen, Pan Hu, Ernesto Jimenez-Ruiz, Ole Magnus Holter, Denvar Antonyrajah, Ian Horrocks


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Ontology-guided Semantic Composition for Zero-Shot Learning


Jun 30, 2020
Jiaoyan Chen, Freddy Lecue, Yuxia Geng, Jeff Z. Pan, Huajun Chen

* Accepted by KR 2020 - 17th International Conference on Principles of Knowledge Representation and Reasoning 

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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

* under review 

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Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-based Modules


Feb 25, 2020
Ernesto Jiménez-Ruiz, Asan Agibetov, Jiaoyan Chen, Matthias Samwald, Valerie Cross

* Accepted to the 24th European Conference on Artificial Intelligence (ECAI 2020). arXiv admin note: text overlap with arXiv:1805.12402 

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An Internal Clock Based Space-time Neural Network for Motion Speed Recognition


Jan 28, 2020
Junwen Luo, Jiaoyan Chen

* To appear in Neuro-inspired Computational Elements Workshop (NICE 20). March 26-28,2020 Heidelberg, Germany, 8 pages 

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Correcting Knowledge Base Assertions


Jan 19, 2020
Jiaoyan Chen, Xi Chen, Ian Horrocks, Ernesto Jimenez-Ruiz, Erik B. Myklebus

* Accepted by The Web Conference (WWW) 2020 

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Enabling Semantic Data Access for Toxicological Risk Assessment


Sep 11, 2019
Erik Bryhn Myklebust, Ernesto Jimenez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen

* Submitted to a conference. 14 pages 

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Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning


Aug 22, 2019
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen


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Improving Few-shot Text Classification via Pretrained Language Representations


Aug 22, 2019
Ningyu Zhang, Zhanlin Sun, Shumin Deng, Jiaoyan Chen, Huajun Chen

* arXiv admin note: substantial text overlap with arXiv:1902.10482, arXiv:1803.02400 by other authors 

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Knowledge Graph Embedding for Ecotoxicological Effect Prediction


Jul 02, 2019
Erik B. Myklebust, Ernesto Jimenez-Ruiz, Jiaoyan Chen, Raoul Wolf, Knut Erik Tollefsen

* Preprint of in-use track paper at the International Semantic Web Conference (ISWC) 2019, Auckland, NZ 

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Canonicalizing Knowledge Base Literals


Jun 26, 2019
Jiaoyan Chen, Ernesto Jimenez-Ruiz, Ian Horrocks

* International Semantic Web Conference (ISWC) 2019 

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Augmenting Transfer Learning with Semantic Reasoning


May 31, 2019
Freddy Lecue, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen

* IJCAI 2019 
* 7 pages 

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Learning Semantic Annotations for Tabular Data


May 30, 2019
Jiaoyan Chen, Ernesto Jimenez-Ruiz, Ian Horrocks, Charles Sutton

* IJCAI 2019 
* 7 pages 

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Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning


Mar 21, 2019
Wen Zhang, Bibek Paudel, Liang Wang, Jiaoyan Chen, Hai Zhu, Wei Zhang, Abraham Bernstein, Huajun Chen

* This paper is accepted by WWW'19 

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Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract]


Jan 20, 2019
Yuxia Geng, Jiaoyan Chen, Ernesto Jimenez-Ruiz, Huajun Chen

* In AAAI-19 Workshop on Network Interpretability for Deep Learning 

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ColNet: Embedding the Semantics of Web Tables for Column Type Prediction


Nov 04, 2018
Jiaoyan Chen, Ernesto Jimenez-Ruiz, Ian Horrocks, Charles Sutton

* AAAI 2019 

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