He is the second-year Ph.D. student in Statistics at The University of Manchester, supervised by Dr. Jingsong Yuan and Dr. Georgi Boshnakov. His research now is funded by the Dean's Scholarship Award. Prior to that, he obtained his Master's and Bachelor's degree from Beihang University under the supervision of distinguished Prof. Suling Jia, Prof. Qiang Wang and Prof. Yanfei Kang.
His current research focuses on statistical time series forecasting with deep learning methodology, with the aim at leveraging the interpretability of statistical methods and the strong predictive ability offered by machine learning.
Apart from academic research, he has worked as a project manager in some enterprise-level big data projects and accumulated rich experience in engineering applications. He has provided some intelligent solutions for the enterprise to tackle some real business problems like COPFNH (Crude Oil Price Forecasting Incorporating News Headlines), WPSESD (Word Prediction and Sentence Expression Standard Detection) and so on.
If you are interested in my research, please feel free to contact with me.
1. Time Series Forecasting: a. statistical time series forecasting with deep learning methodology
b. feature-based model selection and model averaging
2. Text Mining: a. sentiment analysis, topic modelling, word embedding, and other text mining technologies.
b. text-based forecasting
September 2019—Present, Ph.D. student in Statistics, The University of Manchester, UK.
September 2016—July 2019, Master in Industrial Engineering, Beihang University 北京航空航天大学.
September 2013—July 2016, Bachelor in Applied Mathematics, Beihang University 北京航空航天大学.
September 2012—July 2016, Bachelor in Information System, Beihang University 北京航空航天大学.
March 2017 – March 2018, Research Intern, DERN (The Digital Enablement Research Network), The University of New South Wales.
Time series analysis, undergraduate level, The University of Manchester, Teaching Assistant, 2020
Big data essentials, undergraduate level, Beihang University, Teaching Assistant, 2019
Management Information System, MBA level, Beihang University, Teaching Assitant, 2019
Computational text analysis, undergraduate level, Beihang University, Lecturer, 2018
Object-oriented modelling analysis, undergraduate level, Beihang University, Teaching Assistant, 2017