Skip to main content

Shuwen Liu

Personal photo - Shuwen Liu

Shuwen Liu

Doctoral Student

Student, Keble College

Wolfson Building, Parks Road, Oxford OX1 3QD


My research interests revolve around the fields of knowledge representation and graph representation learning. Throughout my PhD studies, I am primarily motivated by the interconnections between Knowledge Graphs (KGs) and Graph Neural Networks (GNNs). My overarching objective is to exploit the power of GNNs to enhance the quality of KGs through KG completion, as well as incorporate the semantic information in KGs for applications such as recommender systems. Moreover, I am also interested in investigating the capability of machine learning models to make logical inferences.


I am a DPhil student (Oct 2019 to Present) in the Department of Computer Science at University of Oxford. I am fortunately supervised by Professor Ian Horrocks, Professor Bernardo Cuenca Grau, and Professor Egor Kostylev. Prior to that, I obtained my Bachelor degree in Information Management and Information System from Peking University, China. 

Selected Publications

View AllManage publications