Nov 2019 - present

Queen's University, Canada

Research Assistant

Graph Convolutional Networks and their application to health and biomedicine. Machine learning for environmental sustainability and a circular plastics economy.

Jun 2020 - July 2021

Samumed, LLC (San Diego, CA)

Machine Learning Consultant (Contractor)

Providing scientific and technical input and hands-on training to the Company related to the construction of computational biological models and simulation using various machine learning techniques for understanding human health and disease mechanisms.

Dec 2018 - Sept 2019

University of Sheffield, UK

Graduate Research Student

Proposed and implemented the multi-graph information propagation architecture that can be applied to representation learning on heterogeneous graph data. Applied the model on the Polypharmacy Side Effect prediction task and achieved the state-of-art performance with much less resources.

2018-2019

University of Sheffield, UK

MSc in Computer Science

Fretwell-Downing Prize Winner
One awarded annually to the top Master's thesis project.

2017-2018

University of Sheffield International College

Pre-MSc in Computer Science

2012-2016

Central South University, China

B.Eng in the School of Resources and Safety Engineering

2019

University of Sheffield

Fretwell-Downing Price

One awarded annually to the top Master's thesis project.

2019

NeurIPS

NeurIPS Conference Travel Award

One awarded annually to the top Master's thesis project.