Knowledge Reasoning and Learning, Knowledge Base, Semantic Web
Dr. Jiaoyan Chen is now a Senior Researcher in Knowledge Representation and Reasoning Group at the Department of Computer Science, University of Oxford. He works for AI for data analytics of The Alan Turing Institute and SIRIUS of Norway. The research directions include semantic tabular data understanding, knowledge-based machine learning explanation, etc.
He was previously a PostDoctoral Researcher in GIScience Research Group in Heidelberg University. Jiaoyan did his Ph.D in Computer Science and Technology in Zhejiang University, working on combing knowledge reasoning and learning for predictive analytics problems like smog disaster analysis.
ColNet: Embedding the Semantics of Web Tables for Column Type Prediction
Jiaoyan Chen‚ Ernesto Jimenez−‐Ruiz‚ Ian Horrocks and Charles Sutton
In Proceedings of the Thirty−Third AAAI Conference on Artificial Intelligence (AAAI−19). 2019.
Knowledge−Based Transfer Learning Explanation
Jiaoyan Chen‚ Freddy Lécué‚ Jeff Z. Pan‚ Ian Horrocks and Huajun Chen
In Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference‚ KR 2018‚ Tempe‚ Arizona‚ 30 October − 2 November 2018.. Pages 349–358. 2018.
Learning from ontology streams with semantic concept drift
Jiaoyan Chen‚ Freddy Lécué‚ Jeff Pan and Huajun Chen
In IJCAI. 2017.