Xie Zhilong

Department of Information Management and Information Systems

Associate Professor, Master Supervisor

Email: [email protected]

Personal Profile

Doctor, Master's tutor, has published several high-quality papers in internationally renowned academic journals, and has been the main researcher of various levels of projects such as the National Natural Science Foundation, the Ministry of Science and Technology, the Ministry of Education Humanities and Social Sciences, and the Sichuan Provincial Department of Science and Technology. He has published 3 monographs and textbooks, and is the head of Sichuan Province's first-class courses. He has won the honorary titles of "Excellent Teacher" and "Excellent Communist Party Member" from the school and college for many consecutive times. He is engaged in teaching courses such as computer basics, machine learning, and financial intelligence. He has led the team to participate in domestic and international competitions such as the Chengdu 80 International Financial Technology Competition, the China College Student Computer Design Competition, the "Huaqi Cup" Financial Innovation Application Competition, and the Guanghua Entrepreneurship Competition, and achieved excellent results in the competitions. He teaches courses related to digital economy, digital transformation, financial intelligence, green finance, and carbon neutrality for banks and enterprises.

Research Field

Fintech, Big Data Analysis, Data Mining, Machine Learning, Artificial Intelligence, Natural Language Processing, Quantitative Trading and Green Finance, Etc.

Educational Background

2012-2018 PhD in Economic Information Technology and Management, Southwestern University of Finance and Economics

2011-2012 Visiting Scholar, Information Management, University of Sheffield, UK

2004-2006 Master of Economic Information Management, Southwestern University of Finance and Economics

1996-2000 Bachelor of Economic Information Management, Southwestern University of Finance and Economics

Lecturing courses

Undergraduate: Programming and Application, Overview of Artificial Intelligence, Data Analysis Python

Master: Big Data Analysis (Python), Machine Learning

PhD: Financial Intelligence

Main research projects

(1) Research on rural e-commerce data service driving model based on polymorphic graph reconstruction, Humanities and Social Sciences Research Project of the Ministry of Education, 2020

(2) Research on energy time series prediction based on natural computing and sparse Bayesian learning, Humanities and Social Sciences Research Project of the Ministry of Education, 2019

(3) Research on Intelligent Risk Analysis Technology of Securities Market Based on Media Perception (Provincial Key Project), Project of Sichuan Provincial Department of Science and Technology, 2019

(4) Research on Multimodal Financial Regulatory Technology from the Perspective of Blockchain, Fundamental Research Project of Central Universities, 2019

(5) Quantitative Research on the Impact of Social Media on Stock Market Volatility Based on Tensor, Fundamental Research Project of Central Universities, 2018

(6) Research on securities market risk prediction based on improved LSTM multi-type data sources, Fundamental Research Project of Central Universities, 2018

(7) Research on color image segmentation based on fuzzy graph cut model of unsupervised decision tree, National Natural Science Foundation of China, 2015

(8) Research on cost-sensitive credit scoring based on PSO and LSSVM, Fundamental Research Project of Central Universities, 2014

(9) Research on adaptive joint classification and regression relevance vector machine based on natural computing and its application, Fundamental Research Project of Central Universities, 2013

(10) Research on financial risk early warning model based on gene expression programming and particle swarm optimization algorithm, Humanities and Social Sciences Research Project of the Ministry of Education, 2011

Representative Publications

(1) Quantifying the Effect of Real Estate News on Chinese Stock Movements, Emerging Markets Finance and Trade, DOI: 10.1080/1540496X 2019.1695596

(2) An Intelligent Learning and Ensembling Framework for Predicting Option Prices, Emerging Markets Finance and Trade, DOI: 10.1080/1540496X 2019.1695598

(3) Effect of Digitalized Rumor Clarification on Stock Markets, Emerging Markets Finance and Trade, 55:2(2019), 450-474

(4) Interactive object extraction by merging regions with k-global maximal similarity, Neurocomputing, 120 (2013), 610–623

(5) Image Encryption Based on Dynamic Filtering and Bit Cuboid Operations, Complexity, 2019

(6) The development of computer science research in the People's Republic of China 2000−2009: a bibliometric study, Information Development, 2012, 251-264

(7) Research on the Impact of Social Media on the Securities Market from the Perspective of Big Data, Southwestern University of Finance and Economics Press, 2019.