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Yuan He

Personal photo - Yuan He

Yuan He

Doctoral Student

E: yuan.he@cs.ox.ac.uk

Wolfson Building, Parks Road, Oxford OX1 3QD

Interests

My primary research interests lie in the area of neural-symbolic AI, and especially KR+LM (Knowledge Representation + Language Model). In my PhD (DPhil), I have been working on adapting LMs to a range of ontology engineering tasks including ontology alignment, completion, embeddings, and more. Besides, I am also interested in geometric embeddings and their applications to represent logics.

I have been actively developing and maintaining DeepOnto, a Python package for ontology engineering with deep learning and especially LMs.

Biography

Hi! I am Yuan He (in Chinese: 何源), a PhD candidate in Computer Science supervised by Professor Ian Horrocks and Professor Bernardo Cuenca Grau at the University of Oxford. 

Before my PhD, I took my undergraduate study at the University of Edinburgh and attained the best performance prize for the BSc (Hons) AI & Maths degree. My final year project supervised by Dr Shay B. Cohen has led to a publication about machine transliteration.

Please refer to my page at https://www.yuanhe.wiki/ for more information.

 

 

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Activities

Supervisors